The exact schedule of classes with indication of speakers, experts (and also their topics) and excursions/activities in free time from classes will be announced in the upcoming weeks! For now, we suggest watching some lectures from the previous SMILES.
Live Broadcasts
16 videos
1
Imitation Learning — KAMIL CIOSEK
2
Variational Bayes — TAMARA BRODERICK
3
Bayesian Deep Learning — ANDREW GORDON WILSON
4
Causal Inference — SUSAN ATHEY
5
Deep Learning with Bayesian principles — EMTIYAZ KHAN
6
Transfer Learning — LIOR WOLF
7
Technical obstacles to ML implementation in healthcare — ANNA GOLDENBERG
8
Robust DL — ZACHARY LIPTON
9
Causality — KUN ZHANG
10
Deep Learning in Neuroscience — DIMITRIOS PANTAZIS
11
Transfer Learning in NLP — KATHARINA KANN
12
Causal inference for personalized decision — SUCHI SARIA
13
Bayesian nonparametrics — SINEAD WILLIAMSON
14
Natural Language Processing — KYUNGHYUN CHO
15
Geometric Methods in ML — EVGENY BURNAEV
16
Learning Theory — RUTH URNER
https://www.youtube.com/watch?v=iFGHLBQzKBE;Imitation Learning — KAMIL CIOSEK
https://www.youtube.com/watch?v=t1jT7VRD1rk;Variational Bayes — TAMARA BRODERICK
https://youtu.be/i5PEMt21dO8;Bayesian Deep Learning — ANDREW GORDON WILSON
https://www.youtube.com/watch?v=ZsLV0ayTVIY;Causal Inference — SUSAN ATHEY
https://youtu.be/3IN2Yt7_Rug;Deep Learning with Bayesian principles — EMTIYAZ KHAN
https://youtu.be/F-9k1ouuspg;Transfer Learning — LIOR WOLF
https://www.youtube.com/watch?v=BoN3wDVOblk;Technical obstacles to ML implementation in healthcare — ANNA GOLDENBERG
https://www.youtube.com/watch?v=dpp1k3R1-q8;Robust DL — ZACHARY LIPTON
https://www.youtube.com/watch?v=1tfl1j1Erw4;Causality — KUN ZHANG
https://www.youtube.com/watch?v=4C_g7qnm8_Y;Deep Learning in Neuroscience — DIMITRIOS PANTAZIS
https://www.youtube.com/watch?v=OV1xkJ1W6BM;Transfer Learning in NLP — KATHARINA KANN
https://www.youtube.com/watch?v=wEEjJQKuHvs;Causal inference for personalized decision — SUCHI SARIA
https://www.youtube.com/watch?v=eQdIp32rvc0;Bayesian nonparametrics — SINEAD WILLIAMSON
https://www.youtube.com/watch?v=4NPeYfjvstI;Natural Language Processing — KYUNGHYUN CHO
https://youtu.be/CqymhOQ4RuA;Geometric Methods in ML — EVGENY BURNAEV
https://www.youtube.com/watch?v=m6eFRN8Rur0;Learning Theory — RUTH URNER