Summary of Hypo: Hyperspherical Out-of-distribution Generalization, by Haoyue Bai et al.
HYPO: Hyperspherical Out-of-Distribution Generalizationby Haoyue Bai, Yifei Ming, Julian Katz-Samuels, Yixuan LiFirst submitted to arxiv…
Summary of From Uncertainty to Precision: Enhancing Binary Classifier Performance Through Calibration, by Agathe Fernandes Machado et al.
From Uncertainty to Precision: Enhancing Binary Classifier Performance through Calibrationby Agathe Fernandes Machado, Arthur Charpentier,…
Summary of Empowering Federated Learning For Massive Models with Nvidia Flare, by Holger R. Roth et al.
Empowering Federated Learning for Massive Models with NVIDIA FLAREby Holger R. Roth, Ziyue Xu, Yuan-Ting…
Summary of Towards a Mathematical Theory For Consistency Training in Diffusion Models, by Gen Li et al.
Towards a mathematical theory for consistency training in diffusion modelsby Gen Li, Zhihan Huang, Yuting…
Summary of Sourcerer: Sample-based Maximum Entropy Source Distribution Estimation, by Julius Vetter et al.
Sourcerer: Sample-based Maximum Entropy Source Distribution Estimationby Julius Vetter, Guy Moss, Cornelius Schröder, Richard Gao,…
Summary of Retrieval Augmented Thought Process For Private Data Handling in Healthcare, by Thomas Pouplin et al.
Retrieval Augmented Thought Process for Private Data Handling in Healthcareby Thomas Pouplin, Hao Sun, Samuel…
Summary of Differentially Private Zeroth-order Methods For Scalable Large Language Model Finetuning, by Z Liu et al.
Differentially Private Zeroth-Order Methods for Scalable Large Language Model Finetuningby Z Liu, J Lou, W…
Summary of On Computationally Efficient Multi-class Calibration, by Parikshit Gopalan et al.
On Computationally Efficient Multi-Class Calibrationby Parikshit Gopalan, Lunjia Hu, Guy N. RothblumFirst submitted to arxiv…
Summary of Generalizing Across Temporal Domains with Koopman Operators, by Qiuhao Zeng et al.
Generalizing across Temporal Domains with Koopman Operatorsby Qiuhao Zeng, Wei Wang, Fan Zhou, Gezheng Xu,…
Summary of Towards Meta-pruning Via Optimal Transport, by Alexander Theus et al.
Towards Meta-Pruning via Optimal Transportby Alexander Theus, Olin Geimer, Friedrich Wicke, Thomas Hofmann, Sotiris Anagnostidis,…