Poster

Thu 14:00

Effects of Data Geometry in Early Deep Learning
Saket Tiwari · George Konidaris

Poster

Tue 9:00

Continual learning: a feature extraction formalization, an efficient algorithm, and fundamental obstructions
Binghui Peng · Andrej Risteski

Poster

Conditional Meta-Learning of Linear Representations
Giulia Denevi · Massimiliano Pontil · Carlo Ciliberto

Poster

Thu 9:00

Robust Rent Division
Dominik Peters · Ariel Procaccia · David Zhu

Workshop

Learning Probabilistic Topological Representations Using Discrete Morse Theory
Xiaoling Hu · Dimitris Samaras · Chao Chen

Poster

Tue 9:00

On Efficient Online Imitation Learning via Classification
Yichen Li · Chicheng Zhang

Workshop

Learning Probabilistic Topological Representations Using Discrete Morse Theory
Xiaoling Hu · Dimitris Samaras · Chao Chen

Workshop

Towards A Unified Policy Abstraction Theory and Representation Learning Approach in Markov Decision Processes
Min Zhang · Hongyao Tang · Jianye Hao · YAN ZHENG

Poster

Wed 14:00

Most Activation Functions Can Win the Lottery Without Excessive Depth
Rebekka Burkholz

Poster

On Translation and Reconstruction Guarantees of the Cycle-Consistent Generative Adversarial Networks
Anish Chakrabarty · Swagatam Das

Poster

Tue 14:00

Fuzzy Learning Machine
Junbiao Cui · Jiye Liang

Poster

Thu 9:00

SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning
Jianhong Wang · Yuan Zhang · Yunjie Gu · Tae-Kyun Kim