Search All 2022 Events
 

23 Results

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Poster
Tue 9:00 Learning (Very) Simple Generative Models Is Hard
Sitan Chen · Jerry Li · Yuanzhi Li
Poster
Wed 9:00 Subspace clustering in high-dimensions: Phase transitions & Statistical-to-Computational gap
Luca Pesce · Bruno Loureiro · Florent Krzakala · Lenka Zdeborov√°
Workshop
Statistical and Computational Complexities of BFGS Quasi-Newton Method for Generalized Linear Models
Qiujiang Jin · Aryan Mokhtari · Nhat Ho · Tongzheng Ren
Poster
Tue 14:00 Privacy Induces Robustness: Information-Computation Gaps and Sparse Mean Estimation
Kristian Georgiev · Samuel Hopkins
Poster
Tue 14:00 On Computing Probabilistic Explanations for Decision Trees
Marcelo Arenas · Pablo Barcel√≥ · Miguel Romero Orth · Bernardo Subercaseaux
Poster
Thu 9:00 Structural Analysis of Branch-and-Cut and the Learnability of Gomory Mixed Integer Cuts
Maria-Florina Balcan · Siddharth Prasad · Tuomas Sandholm · Ellen Vitercik
Poster
Wed 14:00 On the Convergence Theory for Hessian-Free Bilevel Algorithms
Daouda Sow · Kaiyi Ji · Yingbin Liang
Workshop
There Are Fewer Facts Than Words: Communication With A Growing Complexity
Lukasz Debowski
Workshop
Fri 7:40 Gestalt grouping cues for understanding complex scenes: evidence from psychophysics, neuroscience, and computer vision
Dirk Bernhardt-Walther
Workshop
Sketch-GNN: Scalable Graph Neural Networks with Sublinear Training Complexity
Mucong Ding · Tahseen Rabbani · Bang An · Evan Wang · Furong Huang
Poster
Wed 9:00 Boosting Barely Robust Learners: A New Perspective on Adversarial Robustness
Avrim Blum · Omar Montasser · Greg Shakhnarovich · Hongyang Zhang
Poster
Thu 14:00 Sketch-GNN: Scalable Graph Neural Networks with Sublinear Training Complexity
Mucong Ding · Tahseen Rabbani · Bang An · Evan Wang · Furong Huang