Summary of Stability and Generalization in Free Adversarial Training, by Xiwei Cheng et al.
Stability and Generalization in Free Adversarial Trainingby Xiwei Cheng, Kexin Fu, Farzan FarniaFirst submitted to…
Summary of Convergence Of Coordinate Ascent Variational Inference For Log-concave Measures Via Optimal Transport, by Manuel Arnese and Daniel Lacker
Convergence of coordinate ascent variational inference for log-concave measures via optimal transportby Manuel Arnese, Daniel…
Summary of Politune: Analyzing the Impact Of Data Selection and Fine-tuning on Economic and Political Biases in Large Language Models, by Ahmed Agiza et al.
PoliTune: Analyzing the Impact of Data Selection and Fine-Tuning on Economic and Political Biases in…
Summary of Dataset Reset Policy Optimization For Rlhf, by Jonathan D. Chang et al.
Dataset Reset Policy Optimization for RLHFby Jonathan D. Chang, Wenhao Zhan, Owen Oertell, Kianté Brantley,…
Summary of Advancing Forest Fire Prevention: Deep Reinforcement Learning For Effective Firebreak Placement, by Lucas Murray et al.
Advancing Forest Fire Prevention: Deep Reinforcement Learning for Effective Firebreak Placementby Lucas Murray, Tatiana Castillo,…
Summary of Generalized Population-based Training For Hyperparameter Optimization in Reinforcement Learning, by Hui Bai et al.
Generalized Population-Based Training for Hyperparameter Optimization in Reinforcement Learningby Hui Bai, Ran ChengFirst submitted to…
Summary of Learning to Rebalance Multi-modal Optimization by Adaptively Masking Subnetworks, By Yang Yang et al.
Learning to Rebalance Multi-Modal Optimization by Adaptively Masking Subnetworksby Yang Yang, Hongpeng Pan, Qing-Yuan Jiang,…
Summary of Federated Optimization with Doubly Regularized Drift Correction, by Xiaowen Jiang et al.
Federated Optimization with Doubly Regularized Drift Correctionby Xiaowen Jiang, Anton Rodomanov, Sebastian U. StichFirst submitted…
Summary of Variance-reduced Zeroth-order Methods For Fine-tuning Language Models, by Tanmay Gautam et al.
Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Modelsby Tanmay Gautam, Youngsuk Park, Hao Zhou, Parameswaran Raman,…
Summary of Triple Component Matrix Factorization: Untangling Global, Local, and Noisy Components, by Naichen Shi and Salar Fattahi and Raed Al Kontar
Triple Component Matrix Factorization: Untangling Global, Local, and Noisy Componentsby Naichen Shi, Salar Fattahi, Raed…