Search

Search Results

• Learning Robust Policy against Disturbance in Transition Dynamics via State-Conservative Policy Optimization

  Yufei Kuang, Miao Lu, Jie Wang, Qi Zhou, Bin Li, Houqiang Li

  7247-7254

  2022-06-28

• Gradient Based Activations for Accurate Bias-Free Learning

  Vinod K. Kurmi, Rishabh Sharma, Yash Vardhan Sharma, Vinay P Namboodiri

  7255-7262

  2022-06-28

• TrustAL: Trustworthy Active Learning Using Knowledge Distillation

  Beong-woo Kwak, Youngwook Kim, Yu Jin Kim, Seung-won Hwang, Jinyoung Yeo

  7263-7271

  2022-06-28

• Tight Neural Network Verification via Semidefinite Relaxations and Linear Reformulations

  Jianglin Lan, Yang Zheng, Alessio Lomuscio

  7272-7280

  2022-06-28

• Learning Adversarial Markov Decision Processes with Delayed Feedback

  Tal Lancewicki, Aviv Rosenberg, Yishay Mansour

  7281-7289

  2022-06-28

• Learning Not to Learn: Nature versus Nurture In Silico

  Robert Tjarko Lange, Henning Sprekeler

  7290-7299

  2022-06-28

• Optimization for Classical Machine Learning Problems on the GPU

  Sören Laue, Mark Blacher, Joachim Giesen

  7300-7308

  2022-06-28

• Interpretable Clustering via Multi-Polytope Machines

  Connor Lawless, Jayant Kalagnanam, Lam M Nguyen, Dzung Phan, Chandra Reddy

  7309-7316

  2022-06-28

• Episodic Policy Gradient Training

  Hung Le, Majid Abdolshah, Thommen K. George, Kien Do, Dung Nguyen, Svetha Venkatesh

  7317-7325

  2022-06-28

• Stability Verification in Stochastic Control Systems via Neural Network Supermartingales

  Mathias Lechner, Đorđe Žikelić, Krishnendu Chatterjee, Thomas A. Henzinger

  7326-7336

  2022-06-28

• Learning Losses for Strategic Classification

  Tosca Lechner, Ruth Urner

  7337-7344

  2022-06-28

• Differentially Private Normalizing Flows for Synthetic Tabular Data Generation

  Jaewoo Lee, Minjung Kim, Yonghyun Jeong, Youngmin Ro

  7345-7353

  2022-06-28

• Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks

  Jun-Tae Lee, Hyunsin Park, Sungrack Yun, Simyung Chang

  7354-7362

  2022-06-28

• Fast and Efficient MMD-Based Fair PCA via Optimization over Stiefel Manifold

  Junghyun Lee, Gwangsu Kim, Mahbod Olfat, Mark Hasegawa-Johnson, Chang D. Yoo

  7363-7371

  2022-06-28

• Augmentation-Free Self-Supervised Learning on Graphs

  Namkyeong Lee, Junseok Lee, Chanyoung Park

  7372-7380

  2022-06-28

• Fast and Robust Online Inference with Stochastic Gradient Descent via Random Scaling

  Sokbae Lee, Yuan Liao, Myung Hwan Seo, Youngki Shin

  7381-7389

  2022-06-28

• Diverse, Global and Amortised Counterfactual Explanations for Uncertainty Estimates

  Dan Ley, Umang Bhatt, Adrian Weller

  7390-7398

  2022-06-28

• Invariant Information Bottleneck for Domain Generalization

  Bo Li, Yifei Shen, Yezhen Wang, Wenzhen Zhu, Colorado Reed, Dongsheng Li, Kurt Keutzer, Han Zhao

  7399-7407

  2022-06-28

• Chunk Dynamic Updating for Group Lasso with ODEs

  Diyang Li, Bin Gu

  7408-7416

  2022-06-28

• Policy Learning for Robust Markov Decision Process with a Mismatched Generative Model

  Jialian Li, Tongzheng Ren, Dong Yan, Hang Su, Jun Zhu

  7417-7425

  2022-06-28

• A Fully Single Loop Algorithm for Bilevel Optimization without Hessian Inverse

  Junyi Li, Bin Gu, Heng Huang

  7426-7434

  2022-06-28

• A Hybrid Causal Structure Learning Algorithm for Mixed-Type Data

  Yan Li, Rui Xia, Chunchen Liu, Liang Sun

  7435-7443

  2022-06-28

• Sharp Analysis of Random Fourier Features in Classification

  Zhu Li

  7444-7452

  2022-06-28

• Zeroth-Order Optimization for Composite Problems with Functional Constraints

  Zichong Li, Pin-Yu Chen, Sijia Liu, Songtao Lu, Yangyang Xu

  7453-7461

  2022-06-28

• Robust Graph-Based Multi-View Clustering

  Weixuan Liang, Xinwang Liu, Sihang Zhou, Jiyuan Liu, Siwei Wang, En Zhu

  7462-7469

  2022-06-28