Summary of In or Out? Fixing Imagenet Out-of-distribution Detection Evaluation, by Julian Bitterwolf et al.
In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluationby Julian Bitterwolf, Maximilian Müller, Matthias HeinFirst submitted…
Summary of Too Large; Data Reduction For Vision-language Pre-training, by Alex Jinpeng Wang et al.
Too Large; Data Reduction for Vision-Language Pre-Trainingby Alex Jinpeng Wang, Kevin Qinghong Lin, David Junhao…
Summary of Pagar: Taming Reward Misalignment in Inverse Reinforcement Learning-based Imitation Learning with Protagonist Antagonist Guided Adversarial Reward, by Weichao Zhou et al.
PAGAR: Taming Reward Misalignment in Inverse Reinforcement Learning-Based Imitation Learning with Protagonist Antagonist Guided Adversarial…
Summary of Constrained Online Two-stage Stochastic Optimization: Near Optimal Algorithms Via Adversarial Learning, by Jiashuo Jiang
Constrained Online Two-stage Stochastic Optimization: Near Optimal Algorithms via Adversarial Learningby Jiashuo JiangFirst submitted to…
Summary of Efficient Policy Evaluation with Offline Data Informed Behavior Policy Design, by Shuze Liu et al.
Efficient Policy Evaluation with Offline Data Informed Behavior Policy Designby Shuze Liu, Shangtong ZhangFirst submitted…
Summary of Randomized Gaussian Process Upper Confidence Bound with Tighter Bayesian Regret Bounds, by Shion Takeno et al.
Randomized Gaussian Process Upper Confidence Bound with Tighter Bayesian Regret Boundsby Shion Takeno, Yu Inatsu,…
Summary of A Minimax Approach Against Multi-armed Adversarial Attacks Detection, by Federica Granese et al.
A Minimax Approach Against Multi-Armed Adversarial Attacks Detectionby Federica Granese, Marco Romanelli, Siddharth Garg, Pablo…
Summary of Toward Large Kernel Models, by Amirhesam Abedsoltan et al.
Toward Large Kernel Modelsby Amirhesam Abedsoltan, Mikhail Belkin, Parthe PanditFirst submitted to arxiv on: 6…
Summary of Asymptotically Optimal Fixed-budget Best Arm Identification with Variance-dependent Bounds, by Masahiro Kato et al.
Asymptotically Optimal Fixed-Budget Best Arm Identification with Variance-Dependent Boundsby Masahiro Kato, Masaaki Imaizumi, Takuya Ishihara,…
Summary of Fair Minimum Representation Clustering, by Connor Lawless et al.
Fair Minimum Representation Clusteringby Connor Lawless, Oktay GunlukFirst submitted to arxiv on: 6 Feb 2023CategoriesMain:…