Search All 2022 Events
 

13 Results

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Workshop
ASDL: A Unified Interface for Gradient Preconditioning in PyTorch
Kazuki Osawa · Satoki Ishikawa · Rio Yokota · Shigang Li · Torsten Hoefler
Workshop
Empirical Study on Optimizer Selection for Out-of-Distribution Generalization
Hiroki Naganuma · Kartik Ahuja · Ioannis Mitliagkas · Shiro Takagi · Tetsuya Motokawa · Rio Yokota · Kohta Ishikawa · Ikuro Sato
Poster
Wed 14:00 LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data
Ali Eshragh · Fred Roosta · Asef Nazari · Michael Mahoney
Poster
Tue 14:00 Nonlinear Sufficient Dimension Reduction with a Stochastic Neural Network
SIQI LIANG · Yan Sun · Faming Liang
Poster
Wed 14:00 Where to Pay Attention in Sparse Training for Feature Selection?
Ghada Sokar · Zahra Atashgahi · Mykola Pechenizkiy · Decebal Constantin Mocanu
Workshop
A kernel balancing approach that scales to big data
Kwangho Kim · Bijan Niknam · Jose Zubizarreta
Poster
Perturbation Learning Based Anomaly Detection
Jinyu Cai · Jicong Fan
Poster
Thu 14:00 Pre-activation Distributions Expose Backdoor Neurons
Runkai Zheng · Rongjun Tang · Jianze Li · Li Liu
Workshop
Smoothed-SGDmax: A Stability-Inspired Algorithm to Improve Adversarial Generalization
Jiancong Xiao · Jiawei Zhang · Zhiquan Luo · Asuman Ozdaglar
Poster
Wed 14:00 Giga-scale Kernel Matrix-Vector Multiplication on GPU
Robert Hu · Siu Lun Chau · Dino Sejdinovic · Joan Glaun├Ęs
Poster
Thu 14:00 A Simple Approach to Automated Spectral Clustering
Jicong Fan · Yiheng Tu · Zhao Zhang · Mingbo Zhao · Haijun Zhang
Poster
Fair Bayes-Optimal Classifiers Under Predictive Parity
Xianli Zeng · Edgar Dobriban · Guang Cheng