Learnable Similarity and Dissimilarity Guided Symmetric Non-Negative Matrix Factorizationby Wenlong Lyu, Yuheng JiaFirst submitted to…
DeepFEA: Deep Learning for Prediction of Transient Finite Element Analysis Solutionsby Georgios Triantafyllou, Panagiotis G.…
ELEMENT: Episodic and Lifelong Exploration via Maximum Entropyby Hongming Li, Shujian Yu, Bin Liu, Jose…
Hyperparameter Tuning Through Pessimistic Bilevel Optimizationby Meltem Apaydin Ustun, Liang Xu, Bo Zeng, Xiaoning QianFirst…
FANAL – Financial Activity News Alerting Language Modeling Frameworkby Urjitkumar Patel, Fang-Chun Yeh, Chinmay Gondhalekar,…
Reinforced Symbolic Learning with Logical Constraints for Predicting Turbine Blade Fatigue Lifeby Pei Li, Joo-Ho…
Online Physics-Informed Dynamic Mode Decomposition: Theory and Applicationsby Biqi Chen, Ying WangFirst submitted to arxiv…
How to Correctly do Semantic Backpropagation on Language-based Agentic Systemsby Wenyi Wang, Hisham A. Alyahya,…
FlashAttention on a Napkin: A Diagrammatic Approach to Deep Learning IO-Awarenessby Vincent Abbott, Gioele ZardiniFirst…
Beyond algorithm hyperparameters: on preprocessing hyperparameters and associated pitfalls in machine learning applicationsby Christina Sauer,…