Search All 2022 Events
 

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Poster
Tue 9:00 Learning (Very) Simple Generative Models Is Hard
Sitan Chen · Jerry Li · Yuanzhi Li
Poster
Thu 14:00 SQ Lower Bounds for Learning Single Neurons with Massart Noise
Ilias Diakonikolas · Daniel Kane · Lisheng Ren · Yuxin Sun
Poster
Thu 14:00 Reconstruction on Trees and Low-Degree Polynomials
Frederic Koehler · Elchanan Mossel
Workshop
Conditioned Spatial Downscaling of Climate Variables
Alex Hung · Evan Becker · Ted Zadouri · Aditya Grover
Affinity Workshop
Assessing Schistosomiasis transmission dynamics with heterogeneous intermediate host: A modeling study
Chidozie Chukwu
Poster
Wed 14:00 Active Learning Polynomial Threshold Functions
Omri Ben-Eliezer · Max Hopkins · Chutong Yang · Hantao Yu
Poster
Wed 9:00 Beyond black box densities: Parameter learning for the deviated components
Dat Do · Nhat Ho · XuanLong Nguyen
Workshop
Fri 11:06 Statistical Downscaling of Sea Surface Temperature Projections with a Multivariate Gaussian Process Model
Ayesha Ekanayaka
Poster
Thu 9:00 Is this the Right Neighborhood? Accurate and Query Efficient Model Agnostic Explanations
Amit Dhurandhar · Karthikeyan Natesan Ramamurthy · Karthikeyan Shanmugam
Workshop
LiFe-net: Data-driven Modelling of Time-dependent Temperatures and Charging Statistics Of Tesla’s LiFePo4 EV Battery
Jeyhun Rustamov · Luisa Fennert · Nico Hoffmann
Poster
Thu 14:00 A Kernelised Stein Statistic for Assessing Implicit Generative Models
Wenkai Xu · Gesine D Reinert
Poster
Thu 9:00 An Analytical Theory of Curriculum Learning in Teacher-Student Networks
Luca Saglietti · Stefano Mannelli · Andrew Saxe