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11 Results

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Poster
Wed 9:00 LOT: Layer-wise Orthogonal Training on Improving l2 Certified Robustness
Xiaojun Xu · Linyi Li · Bo Li
Poster
Thu 9:00 Can Push-forward Generative Models Fit Multimodal Distributions?
Antoine Salmona · Valentin De Bortoli · Julie Delon · Agnes Desolneux
Workshop
Fri 9:30 Is Model Ensemble Necessary? Model-based RL via a Single Model with Lipschitz Regularized Value Function
Ruijie Zheng · Xiyao Wang · Huazhe Xu · Furong Huang
Poster
Tue 14:00 Independence Testing for Bounded Degree Bayesian Networks
Arnab Bhattacharyya · Clément L Canonne · Qiping Yang
Workshop
Bayesian Oracle for bounding information gain in neural encoding models
Konstantin-Klemens Lurz · Mohammad Bashiri · Fabian Sinz
Poster
Tue 14:00 Near-Optimal Sample Complexity Bounds for Constrained MDPs
Sharan Vaswani · Lin Yang · Csaba Szepesvari
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
Poster
Wed 14:00 In the Eye of the Beholder: Robust Prediction with Causal User Modeling
Amir Feder · Guy Horowitz · Yoav Wald · Roi Reichart · Nir Rosenfeld
Poster
Tue 9:00 Bounded-Regret MPC via Perturbation Analysis: Prediction Error, Constraints, and Nonlinearity
Yiheng Lin · Yang Hu · Guannan Qu · Tongxin Li · Adam Wierman
Poster
Wed 9:00 Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation
Zhouxing Shi · Yihan Wang · Huan Zhang · J. Zico Kolter · Cho-Jui Hsieh