Summary of Optex: Expediting First-order Optimization with Approximately Parallelized Iterations, by Yao Shu et al.
OptEx: Expediting First-Order Optimization with Approximately Parallelized Iterationsby Yao Shu, Jiongfeng Fang, Ying Tiffany He,…
Summary of Adadagrad: Adaptive Batch Size Schemes For Adaptive Gradient Methods, by Tim Tsz-kit Lau et al.
AdAdaGrad: Adaptive Batch Size Schemes for Adaptive Gradient Methodsby Tim Tsz-Kit Lau, Han Liu, Mladen…
Summary of Robustness to Subpopulation Shift with Domain Label Noise Via Regularized Annotation Of Domains, by Nathan Stromberg and Rohan Ayyagari and Monica Welfert and Sanmi Koyejo and Richard Nock and Lalitha Sankar
Robustness to Subpopulation Shift with Domain Label Noise via Regularized Annotation of Domainsby Nathan Stromberg,…
Summary of Lignn: Graph Neural Networks at Linkedin, by Fedor Borisyuk et al.
LiGNN: Graph Neural Networks at LinkedInby Fedor Borisyuk, Shihai He, Yunbo Ouyang, Morteza Ramezani, Peng…
Summary of Rlvf: Learning From Verbal Feedback Without Overgeneralization, by Moritz Stephan et al.
RLVF: Learning from Verbal Feedback without Overgeneralizationby Moritz Stephan, Alexander Khazatsky, Eric Mitchell, Annie S…
Summary of Text2data: Low-resource Data Generation with Textual Control, by Shiyu Wang et al.
Text2Data: Low-Resource Data Generation with Textual Controlby Shiyu Wang, Yihao Feng, Tian Lan, Ning Yu,…
Summary of The Unreasonable Effectiveness Of Eccentric Automatic Prompts, by Rick Battle and Teja Gollapudi
The Unreasonable Effectiveness of Eccentric Automatic Promptsby Rick Battle, Teja GollapudiFirst submitted to arxiv on:…
Summary of Relative Preference Optimization: Enhancing Llm Alignment Through Contrasting Responses Across Identical and Diverse Prompts, by Yueqin Yin et al.
Relative Preference Optimization: Enhancing LLM Alignment through Contrasting Responses across Identical and Diverse Promptsby Yueqin…
Summary of Generative Ai and Process Systems Engineering: the Next Frontier, by Benjamin Decardi-nelson et al.
Generative AI and Process Systems Engineering: The Next Frontierby Benjamin Decardi-Nelson, Abdulelah S. Alshehri, Akshay…
Summary of Edgeqat: Entropy and Distribution Guided Quantization-aware Training For the Acceleration Of Lightweight Llms on the Edge, by Xuan Shen et al.
EdgeQAT: Entropy and Distribution Guided Quantization-Aware Training for the Acceleration of Lightweight LLMs on the…