Papers
Online Bayesian Persuasion
Matteo Castiglioni, Andrea Celli, Alberto Marchesi et al.
Learning Continuous System Dynamics from Irregularly-Sampled Partial Observations
Zijie Huang, Yizhou Sun, Wei Wang
An Efficient Adversarial Attack for Tree Ensembles
Chong Zhang, Huan Zhang, Cho-Jui Hsieh
Sparse Spectrum Warped Input Measures for Nonstationary Kernel Learning
Anthony Tompkins, Rafael Oliveira, Fabio T Ramos
Improved Guarantees for k-means++ and k-means++ Parallel
Konstantin Makarychev, Aravind Reddy, Liren Shan
Compressing Images by Encoding Their Latent Representations with Relative Entropy Coding
Gergely Flamich, Marton Havasi, José Miguel Hernández-Lobato
Skeleton-bridged Point Completion: From Global Inference to Local Adjustment
Yinyu Nie, Yiqun Lin, Xiaoguang Han et al.
Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels
Massimiliano Patacchiola, Jack Turner, Elliot J. Crowley et al.
Domain Generalization via Entropy Regularization
Shanshan Zhao, Mingming Gong, Tongliang Liu et al.
Certifiably Adversarially Robust Detection of Out-of-Distribution Data
Julian Bitterwolf, Alexander Meinke, Matthias Hein
Attack of the Tails: Yes, You Really Can Backdoor Federated Learning
Hongyi Wang, Kartik Sreenivasan, Shashank Rajput et al.
Coded Sequential Matrix Multiplication For Straggler Mitigation
Nikhil Krishnan Muralee Krishnan, Seyederfan Hosseini, Ashish Khisti
Understanding and Improving Fast Adversarial Training
Maksym Andriushchenko, Nicolas Flammarion
Batched Coarse Ranking in Multi-Armed Bandits
Nikolai Karpov, Qin Zhang
Variational Bayesian Unlearning
Quoc Phong Nguyen, Bryan Kian Hsiang Low, Patrick Jaillet
Inductive Quantum Embedding
Santosh Kumar Srivastava, Dinesh Khandelwal, Dhiraj Madan et al.
The Diversified Ensemble Neural Network
Shaofeng Zhang, Meng Liu, Junchi Yan
Shared Space Transfer Learning for analyzing multi-site fMRI data
Tony Muhammad Yousefnezhad, Alessandro Selvitella, Daoqiang Zhang et al.
Decentralized Langevin Dynamics for Bayesian Learning
Anjaly Parayil, He Bai, Jemin George et al.
PLLay: Efficient Topological Layer based on Persistent Landscapes
Kwangho Kim, Jisu Kim, Manzil Zaheer et al.
On the linearity of large non-linear models: when and why the tangent kernel is constant
Chaoyue Liu, Libin Zhu, Misha Belkin
Neural encoding with visual attention
Meenakshi Khosla, Gia Ngo, Keith Jamison et al.
Learning to Utilize Shaping Rewards: A New Approach of Reward Shaping
Yujing Hu, Weixun Wang, Hangtian Jia et al.
Dark Experience for General Continual Learning: a Strong, Simple Baseline
Pietro Buzzega, Matteo Boschini, Angelo Porrello et al.
Non-Crossing Quantile Regression for Distributional Reinforcement Learning
Fan Zhou, Jianing Wang, Xingdong Feng