Summary of Sofim: Stochastic Optimization Using Regularized Fisher Information Matrix, by Mrinmay Sen et al.
SOFIM: Stochastic Optimization Using Regularized Fisher Information Matrixby Mrinmay Sen, A. K. Qin, Gayathri C,…
Summary of A Note on High-probability Analysis Of Algorithms with Exponential, Sub-gaussian, and General Light Tails, by Amit Attia et al.
A Note on High-Probability Analysis of Algorithms with Exponential, Sub-Gaussian, and General Light Tailsby Amit…
Summary of Unsupervised Spatio-temporal State Estimation For Fine-grained Adaptive Anomaly Diagnosis Of Industrial Cyber-physical Systems, by Haili Sun et al.
Unsupervised Spatio-Temporal State Estimation for Fine-grained Adaptive Anomaly Diagnosis of Industrial Cyber-physical Systemsby Haili Sun,…
Summary of Remove That Square Root: a New Efficient Scale-invariant Version Of Adagrad, by Sayantan Choudhury et al.
Remove that Square Root: A New Efficient Scale-Invariant Version of AdaGradby Sayantan Choudhury, Nazarii Tupitsa,…
Summary of Controllable Prompt Tuning For Balancing Group Distributional Robustness, by Hoang Phan and Andrew Gordon Wilson and Qi Lei
Controllable Prompt Tuning For Balancing Group Distributional Robustnessby Hoang Phan, Andrew Gordon Wilson, Qi LeiFirst…
Summary of A Two-stage Training Method For Modeling Constrained Systems with Neural Networks, by C. Coelho et al.
A Two-Stage Training Method for Modeling Constrained Systems With Neural Networksby C. Coelho, M. Fernanda…
Summary of Enhancing Llm Safety Via Constrained Direct Preference Optimization, by Zixuan Liu et al.
Enhancing LLM Safety via Constrained Direct Preference Optimizationby Zixuan Liu, Xiaolin Sun, Zizhan ZhengFirst submitted…
Summary of Encodings For Prediction-based Neural Architecture Search, by Yash Akhauri et al.
Encodings for Prediction-based Neural Architecture Searchby Yash Akhauri, Mohamed S. AbdelfattahFirst submitted to arxiv on:…
Summary of Trial and Error: Exploration-based Trajectory Optimization For Llm Agents, by Yifan Song et al.
Trial and Error: Exploration-Based Trajectory Optimization for LLM Agentsby Yifan Song, Da Yin, Xiang Yue,…
Summary of Otclean: Data Cleaning For Conditional Independence Violations Using Optimal Transport, by Alireza Pirhadi et al.
OTClean: Data Cleaning for Conditional Independence Violations using Optimal Transportby Alireza Pirhadi, Mohammad Hossein Moslemi,…