Summary of Bayesian Online Natural Gradient (bong), by Matt Jones et al.
Bayesian Online Natural Gradient (BONG)by Matt Jones, Peter Chang, Kevin MurphyFirst submitted to arxiv on:…
Summary of Llm As a Complementary Optimizer to Gradient Descent: a Case Study in Prompt Tuning, by Zixian Guo et al.
LLM as a Complementary Optimizer to Gradient Descent: A Case Study in Prompt Tuningby Zixian…
Summary of Preference Learning Algorithms Do Not Learn Preference Rankings, by Angelica Chen et al.
Preference Learning Algorithms Do Not Learn Preference Rankingsby Angelica Chen, Sadhika Malladi, Lily H. Zhang,…
Summary of Robust Preference Optimization Through Reward Model Distillation, by Adam Fisch et al.
Robust Preference Optimization through Reward Model Distillationby Adam Fisch, Jacob Eisenstein, Vicky Zayats, Alekh Agarwal,…
Summary of Mgda Converges Under Generalized Smoothness, Provably, by Qi Zhang et al.
MGDA Converges under Generalized Smoothness, Provablyby Qi Zhang, Peiyao Xiao, Shaofeng Zou, Kaiyi JiFirst submitted…
Summary of Stochastic Optimization Algorithms For Instrumental Variable Regression with Streaming Data, by Xuxing Chen et al.
Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Databy Xuxing Chen, Abhishek Roy, Yifan…
Summary of The Data Minimization Principle in Machine Learning, by Prakhar Ganesh et al.
The Data Minimization Principle in Machine Learningby Prakhar Ganesh, Cuong Tran, Reza Shokri, Ferdinando FiorettoFirst…
Summary of Decentralized Optimization in Time-varying Networks with Arbitrary Delays, by Tomas Ortega et al.
Decentralized Optimization in Time-Varying Networks with Arbitrary Delaysby Tomas Ortega, Hamid JafarkhaniFirst submitted to arxiv…
Summary of Robust Entropy Search For Safe Efficient Bayesian Optimization, by Dorina Weichert et al.
Robust Entropy Search for Safe Efficient Bayesian Optimizationby Dorina Weichert, Alexander Kister, Sebastian Houben, Patrick…
Summary of Ompo: a Unified Framework For Rl Under Policy and Dynamics Shifts, by Yu Luo et al.
OMPO: A Unified Framework for RL under Policy and Dynamics Shiftsby Yu Luo, Tianying Ji,…