|
Poster
|
Wed 14:00
|
Contrastive Graph Structure Learning via Information Bottleneck for Recommendation
Chunyu Wei · Jian Liang · Di Liu · Fei Wang
|
|
|
Poster
|
|
Information bottleneck theory of high-dimensional regression: relevancy, efficiency and optimality
Vudtiwat Ngampruetikorn · David Schwab
|
|
|
Poster
|
Wed 14:00
|
Efficient coding, channel capacity, and the emergence of retinal mosaics
Na Young Jun · Greg Field · John Pearson
|
|
|
Poster
|
Tue 9:00
|
Deciding What to Model: Value-Equivalent Sampling for Reinforcement Learning
Dilip Arumugam · Benjamin Van Roy
|
|
|
Poster
|
Thu 14:00
|
A New Family of Generalization Bounds Using Samplewise Evaluated CMI
Fredrik Hellström · Giuseppe Durisi
|
|
|
Poster
|
Wed 14:00
|
An Information-Theoretic Framework for Deep Learning
Hong Jun Jeon · Benjamin Van Roy
|
|
|
Workshop
|
|
Information Bottleneck for Multi-Task LSTMs
Bradley Baker · Noah Lewis · Debbrata Kumar Saha · Md Abdur Rahaman · Sergey Plis · Vince Calhoun
|
|
|
Poster
|
Wed 9:00
|
On the Epistemic Limits of Personalized Prediction
Lucas Monteiro Paes · Carol Long · Berk Ustun · Flavio Calmon
|
|
|
Workshop
|
Sat 6:30
|
Contributed talk: Kieran Murphy, "Characterizing information loss in a chaotic double pendulum with the Information Bottleneck"
Kieran Murphy · Siddharth Mishra-Sharma
|
|
|
Poster
|
Thu 9:00
|
Whitening Convergence Rate of Coupling-based Normalizing Flows
Felix Draxler · Christoph Schnörr · Ullrich Köthe
|
|
|
Workshop
|
Sat 8:30
|
Information theory, learning, & hyperbolic geometry in neural representations in the hippocampus
Tatyana Sharpee
|
|
|
Workshop
|
|
A (dis-)information theory of revealed and unrevealed preferences
Nitay Alon · Lion Schulz · Peter Dayan · Jeffrey S Rosenschein
|
|
