-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathindex.html
executable file
·685 lines (643 loc) · 30.5 KB
/
index.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
<!DOCTYPE HTML>
<html lang="en">
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<!--<base target="_blank">-->
<title>Tom Marty</title>
<meta name="author" content="Tom Marty">
<meta name="viewport" content="width=device-width, initial-scale=1">
<link rel="stylesheet" type="text/css" href="stylesheet.css">
<link rel="icon" type="image/png" href="images/favicon.png">
<script src="scramble.js"></script>
<!-- Place this tag in your head or just before your close body tag. -->
<script async defer src="https://buttons.github.io/buttons.js"></script>
<script src="hidebib.js" type="text/javascript"></script>
<script type="text/x-mathjax-config">
MathJax.Hub.Config({tex2jax: {inlineMath: [['$','$'], ['\\(','\\)']]}});
</script>
<script type="text/javascript" src="https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML">
</script>
</head>
<body>
<table
style="width:100%;max-width:920px;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<tbody>
<tbody>
<tr>
<td>
<p style="text-align:center">
<img src="images/mila_full.jpg" alt="nav_sign" style="width:100%; height:auto;"> <br>
<email>
<font id="email" size="+1" style="display:inline;">[email protected]</font>
<script>
emailScramble = new scrambledString(document.getElementById('email'),
'emailScramble', '[email protected]',
[1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21]);
</script>
</email>
</p>
<!--<table style="width:100%;max-width:800px;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">-->
<table
style="width:100%;max-width:800px;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<tr style="padding:0px">
<td style="padding:0px">
<table
style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<tr style="padding:0px">
<td style="padding:1.5%;width:16%;vertical-align:middle;text-align:center">
<a href="index.html" target="_self" style="font-size: 20px;">Home</a>
</td>
<td style="padding:1.5%;width:16%;vertical-align:middle;text-align:center">
<a href="#research" target="_self" style="font-size: 20px;">Research</a>
</td>
<td style="padding:1.5%;width:16%;vertical-align:middle;text-align:center">
<a href="#projects" target="_self" style="font-size: 20px;">Projects</a>
</td>
<td style="padding:1.5%;width:16%;vertical-align:middle;text-align:center">
<a href="#education" target="_self" style="font-size: 20px;">Education</a>
</td>
</tr>
</table>
<table
style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<tbody>
<tr style="padding:0px">
<td style="padding:2.5%;width:63%;vertical-align:top">
<p>
I am Tom Marty, a <i style="color:red;">Research MSc student</i> at
<a href="https://www.polymtl.ca/" target="_blank">Polytechnique
Montréal</a> supervised by Associate Professor
</p>
<p>
To quickly introduce myself, I come from <a href="#maps"
target="_self">Reunion island</a>, I was admitted to <a
href="https://www.polytechnique.edu/"
target="_blank">Polytechnique</a> (France) in 2018, I did a
bachelor’s degree in applied mathematics/Computer Science. Then
followed in the Master Thesis program in the <a
href="https://corail-research.github.io/" target="_blank">
Corail Research Group</a> at Polytechnique Montréal under the
supervision of <a
href="https://www.polymtl.ca/expertises/cappart-quentin-0/"
target="_blank"> Quentin Cappart</a> and <a
href="https://www.polymtl.ca/expertises/rousseau-louis-martin/"
target="_blank">Louis-Martin Rousseau</a>..
<br>
My research interest lies at the crossroad of Operational Research
and Deep Learning, with a focus on :
<ul>
<li><b class="term">Constraint Programming</b></li>
<li><b class="term">Graph Representation Learning</b></li>
<li><b class="term">Deep Reinforcement Learning</b></li>
</ul>
Corail's research area is Operations Research (OR). I joined the
<strong>open-source project</strong> <a
href="https://github.com/corail-research/SeaPearl.jl"
target="_blank">SeaPearl</a> and am now its main contributor. The
goal is to develop an intelligent constraint programming solver that can
learn to solve Constraint Optimization Problems using Reinforcement
Learning and Graph Learning.
</p>
<p style="padding:2.5%;text-align:center">
<a href="data/resume_TOM_MARTY.pdf" target="_blank">CV</a>
 / 
<a href="https://github.com/3rdCore" target="_blank">GitHub</a>
 / 
<a href="https://www.linkedin.com/in/tom-marty/"
target="_blank">LinkedIn</a>
</p>
</td>
<td style="padding:0%;width:37%;max-width:33%">
<a href="images/profile.png"><img
style="width:100%;max-width:100%; vertical-align:top"
alt="profile photo" src="images/profile.png"
class="hoverZoomLink"></a>
</td>
</tr>
</tbody>
</table>
<table
style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<tbody>
<tr>
<h2>News</h2>
<p>
<div style="width:100%;overflow-y:scroll; height:210px;">
<ul id="news" style="line-height: 1.4;">
<li>July 2023: I'm proud to announce that I successfully defended my
Master Thesis in person at Polytechnique Montréal.</li>
<li>July 2023: My application to the Doctoral Program of CP2023 has
been accepted. In the same time, I have been granted a financial
support to attend the conference in person.</li>
<li>July 2023: <b>My first paper as a first author : <a
href="https://arxiv.org/abs/2301.01913"
target="_blank">Learning a Generic Value-Selection
Heuristic Inside a Constraint Programming Solver</a> has
been accepted to The 29th International Conference on
Principles and Practice of Constraint Programming <a
href="https://cp2023.a4cp.org/"
target="_blank">CP2023</a></b> (A grade conference -
ERA). I will be presenting my results in person in Toronto.</li>
<li>March 2023: I received a <a
href="https://www.mitacs.ca/en/programs/accelerate"
target="_blank">Mitacs</a> Accelerate scholarship of two
units (30K) for my work as a visiting researcher at Service Now.
</li>
<li>February 2023: I will be starting a research internship at <a
href="https://www.servicenow.com/research/"
target="_blank">Service Now Research</a> (Montréal) working
on RL-based method for generating adversarial attacks to
showcase current LLMs bias and limitations in term of fairness.
</li>
<li>December 2022: I was invited to present a poster for my work on
<a href="#adversarial" target="_blank">Adversarial Attacks on
Sentiment Analysis models</a> during the <a
href="https://sites.google.com/mila.quebec/scaling-laws-workshop/"
target="_blank">Neural Scaling Laws Workshop</a>, colocated
with NeurIPS2022.
</li>
<li>September 2022: I will be serving for another semester as a
teaching assistant for the course <a
href="https://www.polymtl.ca/programmes/cours/intelligence-artif-methodes-et-algorithmes"
target="_blank">INF8215 : AI : Methods and Algorithms</a>
for the Fall 2022 semester.</li>
<li>September 2021: I will be serving as a teaching assistant for
the course <a
href="https://www.polymtl.ca/programmes/cours/intelligence-artif-methodes-et-algorithmes"
target="_blank">INF8215 : AI : Methods and Algorithms</a> at
Polytechnique Montréal taught by Quentin Cappart for the Fall
2021 semester.</li>
<li>May 2021: I will be joining <a href="https://www.polymtl.ca/"
target="_blank">Polytechnique Montréal</a> as a graduate
student this fall '21.</li>
<li>February 2021: I will be joining <a
href="https://github.com/corail-research/SeaPearl.jl"
target="_blank">Corail Research Group</a> as a Research
Intern on SeaPearl (CPuRL).</li>
</ul>
</div>
</p>
</tr>
</tbody>
</table>
<table width="100%" border="0" cellspacing="15" cellpadding="10">
<a id="research">
<heading>Research Experience</heading>
</a>
<tr>
<td width="15%" valign="center" align="center"><img src="images/servicnow.png"
alt="nthu" width="120" height="120"></td>
<td width="85%" valign="top">
<p>
<span><strong>Visiting Researcher</strong></span><span
style="float:right">March. 2023 - October 2023</span> <br>
<br>
<em><a href="https://www.servicenow.com/research/"
target="_blank">Service Now Research</a>, Montréal, Canada</em>
<br>
Supervisor: <a
href="https://www.servicenow.com/research/author/alexandre-piche.html"
target="_blank"> Alexandre Piche</a>, <a
href="https://www.servicenow.com/research/author/maxime-gasse.html"
target="_blank">Maxime Gasse</a>, <a
href="https://www.polymtl.ca/expertises/cappart-quentin-0/"
target="_blank"> Quentin Cappart</a>
<br>
Research Area: LLM, Task solving, Webpage processing
<br>
</p>
</td>
</tr>
<tr>
<td width="15%" valign="center" align="center"><img src="images/favicon.png"
alt="nthu" width="120" height="120"></td>
<td width="85%" valign="top">
<p>
<span><strong>Research Coordinator</strong></span><span
style="float:right">February. 2022 - July 2022</span>
<br><br>
<span><strong>Research Intern</strong></span><span
style="float:right">February. 2021 - July 2021</span> <br>
<br>
<em><a href="https://corail-research.github.io/" target="_blank">Corail
Research Group</a>, Montréal, Canada</em>
<br>
Supervisor: <a
href="https://www.polymtl.ca/expertises/cappart-quentin-0/"
target="_blank"> Quentin Cappart</a>, <a
href="https://www.polymtl.ca/expertises/rousseau-louis-martin/"
target="_blank">Louis-Martin Rousseau</a>
<br>
Research Area: Constraint Programming, Reinforcement Learning, GNN
<br>
</p>
</td>
</tr>
<tr>
<td width="15%" valign="center" align="center"><img src="images/dronisos.jpg"
alt="nthu" width="120" height="120"></td>
<td width="85%" valign="top">
<p>
<span><strong>Software Development Intern</strong></span><span
style="float:right">Jun. 2020 - Sept. 2020</span> <br>
<em><a href="https://fr.dronisos.com/" target="_blank">Dronisos</a>,
Bordeaux, France</em>
<br>
Developed Harmony, a particle based meta-heuristic that secures massive
drone swarms (+500 agents) <br>
Research Area: Meta-heuristics, Force fields.
<br>
</p>
</td>
</tr>
</table>
<br>
<table
style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<tbody>
<tr>
<td style="padding:0px;width:100%;vertical-align:middle">
<a id="projects">
<heading>Open Source Frameworks & Projects</heading>
</a>
</td>
</tr>
</tbody>
</table>
<table
style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<tbody>
<td width="25%" valign="center" align="center"><img src="images/SeaPearl.png"
alt="nthu" width="140" height="150"></td>
<td style="padding:20px;width:75%;vertical-align:middle">
<a class="tog" href="https://github.com/corail-research/SeaPearl.jl"
target="_blank">
<papertitle>SeaPearl : a Constraint Programming Solver guided by
Reinforcement Learning</papertitle>
</a>
<br>
Feb' 21 - Jul' 23
<br>
<br>
I am an active lead maintainer of the Open-Source and collaborative
project SeaPearl. The goal is to develop an intelligent constraint
programming solver that can learn to solve any Constraint Optimization
Problems using Reinforcement Learning on Graphs.
<br>
<br>
The entire solver is written in <strong>Julia</strong> <img
src="images/julia.gif" width="18px">. Click <a href="SeaPearl.html"
target="_self">here</a> for detailed explanations.
<br>
<br>
<a href="https://arxiv.org/abs/2301.01913" target="_blank">Paper (Published
at CP2023)</a>      
<img alt="GitHub Repo stars"
src="https://img.shields.io/github/stars/corail-research/SeaPearl.jl?style=social">
 
<img alt="GitHub forks"
src="https://img.shields.io/github/forks/corail-research/SeaPearl.jl?style=social">
<p></p>
</td>
</tr>
<td width="25%" valign="center" align="center"><img src="images/adversarial.png" alt="nthu"
width="200" height="120"></td>
<td style="padding:20px;width:75%;vertical-align:middle">
<a class="tog" id="adversarial" href="data/IFT6167.pdf" target="_blank">
<papertitle>Adversarial Attacks on Sentiment Analysis models</papertitle>
</a>
<br>
Mar' 22 - May' 22
<br>
<br>
This project was carried out in the framework of the IFT6167 seminar led by Prof. <a
class="tog" href="https://mila.quebec/personne/irina-rish/" target="_blank">Irina
Rish</a> (Mila, Québec).
<br>
<br>
In this work, we aim to show, regarding <a class="tog"
href="https://en.wikipedia.org/wiki/Sentiment_analysis" target="_blank">Natural Language
Sentiment Analysis</a>, that there exists a relationship between model size and
robustness to adversarial attacks. Ultimately, uncovering the emergence of power laws and
testing the robustness of language model with scale. We evaluate the performance of various
<a class="tog" href="https://github.com/EleutherAI/" target="_blank">Eleuther AI</a> GPT
models such as GPT-Neo 125M, GPT-Neo 1.3B, GPT-Neo 2.7B, GPT-J 6B against adversarial
attacks. We fined-tuned (trained on adversarial example) our different GPT models on common
datasets (Rotten Tomatoes, IMDB...) and evaluated them separately to quantify the effects of
scale on adversarial training.
<p style="padding:0%;text-align:center">
<a href="data/IFT6167.pdf" target="_blank">Report </a>  / 
<a href="data/IFT6167_slides.pdf" target="_blank">Slides</a>
</p>
<p></p>
</td>
</tr>
<td width="25%" valign="center" align="center"><img src="images/geodesic.gif" alt="nthu" width="220"
height="190"></td>
<td style="padding:20px;width:75%;vertical-align:middle">
<a class="tog" href="https://github.com/3rdCore/MAT6215-project/" target="_blank">
<papertitle>Diffusion Geodesic : a new distance for non-linear dimensionality reduction</papertitle>
</a>
<br>
Sep' 21 - Jan' 22
<br>
<br>
In collaboration with Ph.D. candidate <a class="tog"
href="https://mila.quebec/personne/guillaume-huguet/" target="_blank">Guillaume Huguet</a> (Mila,
Québec), we present our method for non-linear dimensionality reduction called Diffusion Geodesic.
<br>
<br>
Dimensionality reduction techniques are often used to visualize the underlying geometry of a
high-dimensional dataset. These methods usually rely on specific similarity measures. In this project,
we first approximate the geodesic distance using a diffusion process over the underlying manifold, then
we use <a class="tog" href="https://en.wikipedia.org/wiki/Multidimensional_scaling"
target="_blank">Multi-Dimentionnal Scaling</a> combined with our previously defined pairwise
'distances' to embed our Manifold in a lower dimensional space. We compare our model with popular
algorithms such as PHATE, UMAP, and Isomap on toy datasets and RNA-seq dataset.
<p style="padding:0%;text-align:center">
<a href="data/MAT6495.pdf" target="_blank">Report </a>  / 
<a href="https://github.com/3rdCore/MAT6215-project/" target="_blank">Code</a>
</p>
</td>
</tr>
<td width="25%" valign="center" align="center"><img src="images/swarm.gif" alt="nthu" width="220"
height="180"></td>
<td style="padding:20px;width:75%;vertical-align:middle">
<a class="tog" href="" target="_blank">
<papertitle>Autonomous Drone Swarm Deployment</papertitle>
</a>
<br>
Dec' 20 – Mar' 21
<br>
<br>
In collaboration with Sariah Al Saati (ENS), Mehdi Benharrats (X-HEC), Swann Chelly (Sorbonne
University) and Pierre Tessier, this report proposes a method for the coverage of a rescue zone with a
swarm of UAV’s in order to detect possible target of interest.
<br>
<br>
The method is based on <a class="tog" href="https://ieeexplore.ieee.org/document/8963663"
target="_blank">Collaborative Reinforcement Learning</a>. It also presents a pipeline to locate
points of interest in 3D from a set of 2D images using <a class="tog"
href="https://towardsdatascience.com/inverse-projection-transformation-c866ccedef1c"
target="_blank">Inverse Projection Transformation</a> and 3D ray clustering.
<br>
<br>
<p style="padding:0%;text-align:center">
<a href="data/Challenge.pdf" target="_blank">Report</a>
</p>
</td>
</tr>
<td width="25%" valign="center" align="center"><img src="images/INF573.gif" alt="nthu" width="220"
height="180"></td>
<td style="padding:20px;width:75%;vertical-align:middle">
<a class="tog" href="" target="_blank">
<papertitle>Realtime 3D Deep Motion Capture</papertitle>
</a>
<br>
Oct' 20 – Dec' 20
<br>
<br>
In collaboration with Pierre Tessier (MS, Columbia University), the objective of our project was to
implement a intelligent 2D to 3D Motion Capture mechanism that uses only the video stream of a webcam as
input. We were able to animate relatively accurately this Mk-44 Iron Man 3D model.
<br>
<br>
The project is based on the model DOPE presented in <a class="tog"
href="https://arxiv.org/abs/2008.09457" target="_blank">this paper</a> for the automatic 3D rig
generation from video input coupled with a <a class="tog"
href="https://www.researchgate.net/publication/230600780_Closed-Form_Solution_of_Absolute_Orientation_Using_Unit_Quaternions"
target="_blank">quaternion</a>-based 3D rotation inference pipeline for 3D model animation.
<p style="padding:0%;text-align:center">
<a href="data/INF573.pdf" target="_blank">Report (french)</a>  / 
<a href="data/video_INF573.mp4" target="_blank">Video</a>  / 
<a href="https://github.com/PierreTsr/dope/" target="_blank">Code</a>  / 
<a href="data/INF573_slides.pdf" target="_blank">Slides</a>
</p>
</td>
</tr>
<td width="25%" valign="center" align="center"><img src="images/INF574.gif" alt="nthu" width="220"
height="210"></td>
<td style="padding:20px;width:75%;vertical-align:middle">
<a class="tog" href="https://github.com/3rdCore/Shape_Retrieval/" target="_blank">
<papertitle>Sketch-based Shape Retrieval</papertitle>
</a>
<br>
Sep' 20 – Dec' 20
<br>
<br>
In collaboration with Pierre Tessier (MS, Columbia University), the objective of our project is to
enable an efficient search in a 3D model bank models from simple hand drawings. The project is based on
<a class="tog"
href="https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=&ved=2ahUKEwjR2cDUto36AhXUGlkFHaB1A5wQFnoECA0QAQ&url=https%3A%2F%2Fcybertron.cg.tu-berlin.de%2Feitz%2Fpdf%2F2012_siggraph_sbsr.pdf&usg=AOvVaw1ubNbM8eL7juourwr9P-9N"
target="_blank">this paper</a> SIGGRAPH2012.
<br>
<br>
The project lies on differents techniques such Suggestive Contouring (Canny filter), Gabor filtering
(gaussian convolution on Fourier Transformation of the input image) and histogram representation using
Visual Vocabulary.
<br>
Looking back at this project, I saw that <a class="tog" href="https://arxiv.org/abs/1504.03504"
target="_blank">another paper</a> with much more impressive results came out a few years later using
<strong>Siamese convolutional Neural Networks</strong> for feature extraction.
<p style="padding:0%;text-align:center">
<a href="data/INF574.pdf" target="_blank">Report (french)</a>  / 
<a href="https://github.com/3rdCore/Shape_Retrieval/" target="_blank">Code</a>  / 
<a href="data/INF574_slides.pdf" target="_blank">Slides</a>
</p>
</td>
</tr>
<td width="25%" valign="center" align="center"><img src="images/443.gif" alt="nthu" width="220"
height="180"></td>
<td style="padding:20px;width:75%;vertical-align:middle">
<a class="tog" href="" target="_blank">
<papertitle>Procedural modeling of a 3D rendered scene</papertitle>
</a>
<br>
Mar' 20 – June' 20
<br>
<br>
In collaboration with Elsa Deville <img src="images/whale.png" width="18px"> (MS, Imperial College), the
objective of our project is to fully render a realistic 3D marine scene using only randomized <a
class="tog" href="https://en.wikipedia.org/wiki/Procedural_modeling" target="_blank">procedural
modeling</a> (OpenGL).
<br>
<br>
The project implements different visual elements among them terrain generation using <a class="tog"
href="https://www.scratchapixel.com/lessons/procedural-generation-virtual-worlds/perlin-noise-part-2/perlin-noise-terrain-mesh"
target="_blank">Perlin Noise</a>, a realistic simulation of a fish swarm movement based on <a
class="tog" href="https://www.cs.toronto.edu/~dt/siggraph97-course/cwr87/" target="_blank">this
paper</a> and realistic-looking ocean waves. (<a class="tog"
href=" https://en.wikipedia.org/wiki/Trochoidal_wave" target="_blank">Trochoidal Waves</a> : exact
solution of the Euler equations for periodic surface gravity waves).
<p style="padding:0%;text-align:center">
<a href="data/INF443.pdf" target="_blank">Report (french)</a>
</p>
</td>
</tr>
</tbody>
</table>
<br>
<br>
<table width="100%" border="0" cellspacing="15" cellpadding="10">
<a id="education">
<heading> Education</heading>
</a>
<tr>
<td width="15%" valign="center" align="center"><img src="images/MILA.png" alt="nthu" width="120"
height="120"></td>
<td width="85%" valign="top">
<p>
<span><strong>Ph.D. in Machine Learning</strong></span><span style="float:right">Starting in January
2024</span> <br>
<em><a href="https://mila.quebec/en/" target="_blank">MILA</a></em>
<br>
Advisor: <a href="https://www.dsridhar.com/" target="_blank"> Dhanya Sridhar</a>
<br>
Montréal, Canada
</p>
</td>
</tr>
<tr>
<td width="15%" valign="center" align="center"><img
src="https://upload.wikimedia.org/wikipedia/en/thumb/4/4f/%C3%89cole_Polytechnique_de_Montr%C3%A9al_Logo.svg/1200px-%C3%89cole_Polytechnique_de_Montr%C3%A9al_Logo.svg.png"
alt="nthu" width="120" height="130"></td>
<td width="85%" valign="top">
<p>
<span><strong>Master Thesis in Machine Learning</strong></span><span style="float:right">September
2021 - July 2023</span> <br>
<em><a href="https://www.polymtl.ca/" target="_blank">Polytechnique Montréal</a></em>
<br>
Advisor: <a href="https://www.polymtl.ca/expertises/cappart-quentin-0/" target="_blank"> Quentin
Cappart</a>, <a href="https://www.polymtl.ca/expertises/rousseau-louis-martin/"
target="_blank">Louis-Martin Rousseau</a>
<br>
Montréal, Canada
</p>
</td>
</tr>
<tr>
<td width="15%" valign="center" align="center"><img src="images/X.png" alt="nthu" width="125" height="140">
</td>
<td width="85%" valign="top">
<p>
<span><strong>Bachelor of Science - Ingénieur Polytechnicien X2018</strong></span><span
style="float:right">Jun. 2018 - May. 2021</span> <br>
<em><a href="https://www.polytechnique.edu/" target="_blank">l'Ecole Polytechnique</a></em>
<br>
Major in Computer Science
<br>
Minor in Applied Mathematics
<br>
Palaiseau, France
</p>
</td>
</tr>
<tr>
<td width="15%" valign="center" align="center"><img src="images/cpge.png" alt="nthu" width="125"
height="115"></td>
<td width="85%" valign="top">
<p>
<span><strong>CPGE : Higher School Preparatory Classes</strong></span><span style="float:right">Jun.
2016 - May. 2018</span> <br>
<em>Lycée Jean-Baptiste Say</em>
<br>
Intensive multi-disciplinary program leading to competitive entrance exams of french <em
class="emphasized">Grande Ecoles</em>.
<br>
Paris XVI, France
</p>
</td>
</tr>
</table>
<table width="100%" align="center" border="0" cellspacing="0" cellpadding="20">
<tbody>
<tr>
<td>
<heading>Initiatives and Academic Services</heading>
</td>
</tr>
</tbody>
</table>
<table width="100%" align="center" border="0" cellpadding="20">
<tbody>
<tr>
<td style="padding:20px;width:25%" valign="center" align="center"><img
src="https://upload.wikimedia.org/wikipedia/en/thumb/4/4f/%C3%89cole_Polytechnique_de_Montr%C3%A9al_Logo.svg/1200px-%C3%89cole_Polytechnique_de_Montr%C3%A9al_Logo.svg.png"
height="140" width="150"></td>
<td width="75%" valign="center">
<a href="https://www.polymtl.ca/programmes/cours/intelligence-artif-methodes-et-algorithmes"
target="_blank">INF8215 : AI : Methods and Algorithms</a> <span style="float:right"> Fall
22</span>
<br>
<br>
<a href="https://www.polymtl.ca/programmes/cours/intelligence-artif-methodes-et-algorithmes"
target="_blank">INF8215 : AI : Methods and Algorithms</a> <span style="float:right"> Fall
21</span>
<br>
<br>
I am a teaching assistant for the <a
href="https://www.polymtl.ca/programmes/cours/intelligence-artif-methodes-et-algorithmes"
target="_blank">INF8215 : AI : Methods and Algorithms</a> at Polytechnique University taught by
<a href="https://www.polymtl.ca/expertises/cappart-quentin-0/" target="_blank"> Quentin Cappart</a>
for the Autumn 2022 semester.
</td>
</tr>
<table width="100%" align="center" border="0" cellpadding="20">
<tbody>
<tr>
<td style="padding:20px;width:25%" valign="center" align="center"><img
src="images/education_nationale.png" height="110" width="150"></td>
<td width="75%" valign="center">
<a href="https://internat-excellence-noyon.ac-amiens.fr/" target="_blank">Assistant
Professor in Maths and Physics </a> <span style="float:right">Nov. 2019 - Mar.
2020</span>
<br>
<br>
I became a teaching assistant for both High School and undergraduate students with
underprivileged backgrounds at the <a href="https://internat-excellence-noyon.ac-amiens.fr/"
target="_blank">Boarding School of Success</a> of Noyon, France.
</td>
</tr>
<table
style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<tbody>
<tr>
<br>
<td style="padding:20px;width:75%" valign="center" align="left ">This is where I come
from ! <img src="images/reunion.png" width="18px"><img src="images/reunion.png"
width="18px"><img src="images/reunion.png" width="18px"></td>
<td width="25%" valign="center">
<p style="text-align:right;font-size:small;">
<a id="maps"></a><iframe
src="https://www.google.com/maps/embed?pb=!1m18!1m12!1m3!1d56661988.52805833!2d-26.457165857893173!3d16.105823645583836!2m3!1f0!2f0!3f0!3m2!1i1024!2i768!4f13.1!3m3!1m2!1s0x2178778110b8e43b%3A0x4a7f8e89ecdbeaf9!2sLa%20R%C3%A9union!5e0!3m2!1sfr!2sca!4v1663169856058!5m2!1sfr!2sca"
width="300" height="225" style="border:0;" allowfullscreen="" loading="lazy"
referrerpolicy="no-referrer-when-downgrade"></iframe></a>
</p>
</td>
</tr>
</tbody>
</table>
<table
style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<tbody>
<tr>
<td style="padding:0px">
<br>
<p style="text-align:left;font-size:small;">
Updated on: 19th January, 2023
<span style="float:right;">
Merci, <a href="https://jonbarron.info/" target="_blank">Jon Barron</a> et
<a href=https://github.com/digantamisra98" target="_blank">Diganta Misra</a>
!
</span>
</p>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
</table>
<script src="https://ajax.googleapis.com/ajax/libs/jquery/2.1.3/jquery.min.js"></script>
</body>
</html>