Summary of Batch-icl: Effective, Efficient, and Order-agnostic In-context Learning, by Kaiyi Zhang et al.
Batch-ICL: Effective, Efficient, and Order-Agnostic In-Context Learningby Kaiyi Zhang, Ang Lv, Yuhan Chen, Hansen Ha,…
Summary of Extreme Compression Of Large Language Models Via Additive Quantization, by Vage Egiazarian et al.
Extreme Compression of Large Language Models via Additive Quantizationby Vage Egiazarian, Andrei Panferov, Denis Kuznedelev,…
Summary of A New Computationally Efficient Algorithm to Solve Feature Selection For Functional Data Classification in High-dimensional Spaces, by Tobia Boschi et al.
A new computationally efficient algorithm to solve Feature Selection for Functional Data Classification in high-dimensional…
Summary of Optimistic Model Rollouts For Pessimistic Offline Policy Optimization, by Yuanzhao Zhai et al.
Optimistic Model Rollouts for Pessimistic Offline Policy Optimizationby Yuanzhao Zhai, Yiying Li, Zijian Gao, Xudong…
Summary of Graph Q-learning For Combinatorial Optimization, by Victoria M. Dax et al.
Graph Q-Learning for Combinatorial Optimizationby Victoria M. Dax, Jiachen Li, Kevin Leahy, Mykel J. KochenderferFirst…
Summary of Kernelized Normalizing Constant Estimation: Bridging Bayesian Quadrature and Bayesian Optimization, by Xu Cai and Jonathan Scarlett
Kernelized Normalizing Constant Estimation: Bridging Bayesian Quadrature and Bayesian Optimizationby Xu Cai, Jonathan ScarlettFirst submitted…
Summary of Functional Graphical Models: Structure Enables Offline Data-driven Optimization, by Jakub Grudzien Kuba et al.
Functional Graphical Models: Structure Enables Offline Data-Driven Optimizationby Jakub Grudzien Kuba, Masatoshi Uehara, Pieter Abbeel,…
Summary of Correlated Quantization For Faster Nonconvex Distributed Optimization, by Andrei Panferov et al.
Correlated Quantization for Faster Nonconvex Distributed Optimizationby Andrei Panferov, Yury Demidovich, Ahmad Rammal, Peter RichtárikFirst…
Summary of An Information Theoretic Approach to Interaction-grounded Learning, by Xiaoyan Hu et al.
An Information Theoretic Approach to Interaction-Grounded Learningby Xiaoyan Hu, Farzan Farnia, Ho-fung LeungFirst submitted to…
Summary of Do Vision and Language Encoders Represent the World Similarly?, by Mayug Maniparambil et al.
Do Vision and Language Encoders Represent the World Similarly?by Mayug Maniparambil, Raiymbek Akshulakov, Yasser Abdelaziz…