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Poster
Thu 10:45 Estimating Entropy of Distributions in Constant Space
Jayadev Acharya · Sourbh Bhadane · Piotr Indyk · Ziteng Sun
Poster
Thu 17:00 Global Guarantees for Blind Demodulation with Generative Priors
Paul Hand · Babhru Joshi
Poster
Tue 10:45 Efficient Deep Approximation of GMMs
Shirin Jalali · Carl Nuzman · Iraj Saniee
Poster
Thu 17:00 Unified Sample-Optimal Property Estimation in Near-Linear Time
Yi Hao · Alon Orlitsky
Poster
Wed 10:45 Low-Complexity Nonparametric Bayesian Online Prediction with Universal Guarantees
Alix LHERITIER · Frederic Cazals
Poster
Thu 17:00 Superset Technique for Approximate Recovery in One-Bit Compressed Sensing
Larkin Flodin · Venkata Gandikota · Arya Mazumdar
Poster
Thu 10:45 Efficient Near-Optimal Testing of Community Changes in Balanced Stochastic Block Models
Aditya Gangrade · Praveen Venkatesh · Bobak Nazer · Venkatesh Saligrama
Poster
Thu 10:45 Bipartite expander Hopfield networks as self-decoding high-capacity error correcting codes
Rishidev Chaudhuri · Ila Fiete
Poster
Thu 10:45 REM: From Structural Entropy to Community Structure Deception
Yiwei Liu · Jiamou Liu · Zijian Zhang · Liehuang Zhu · Angsheng Li
Poster
Thu 10:45 SGD on Neural Networks Learns Functions of Increasing Complexity
Dimitris Kalimeris · Gal Kaplun · Preetum Nakkiran · Benjamin Edelman · Tristan Yang · Boaz Barak · Haofeng Zhang
Poster
Thu 10:45 Structure Learning with Side Information: Sample Complexity
Saurabh Sihag · Ali Tajer
Poster
Tue 10:45 Exact Rate-Distortion in Autoencoders via Echo Noise
Rob Brekelmans · Daniel Moyer · Aram Galstyan · Greg Ver Steeg