OPSurv: Orthogonal Polynomials Quadrature Algorithm for Survival Analysisby Lilian W. Bialokozowicz, Hoang M. Le, Tristan…
Precedence-Constrained Winter Value for Effective Graph Data Valuationby Hongliang Chi, Wei Jin, Charu Aggarwal, Yao…
Calibrated Uncertainty Quantification for Operator Learning via Conformal Predictionby Ziqi Ma, Kamyar Azizzadenesheli, Anima AnandkumarFirst…
Improved Quantization Strategies for Managing Heavy-tailed Gradients in Distributed Learningby Guangfeng Yan, Tan Li, Yuanzhang…
An introduction to graphical tensor notation for mechanistic interpretabilityby Jordan K. TaylorFirst submitted to arxiv…
Robust support vector machines via conic optimizationby Valentina Cepeda, Andrés Gómez, Shaoning HanFirst submitted to…
Faster and Lighter LLMs: A Survey on Current Challenges and Way Forwardby Arnav Chavan, Raghav…
An Auction-based Marketplace for Model Trading in Federated Learningby Yue Cui, Liuyi Yao, Yaliang Li,…
Large Language Models for Time Series: A Surveyby Xiyuan Zhang, Ranak Roy Chowdhury, Rajesh K.…
Parameter uncertainties for imperfect surrogate models in the low-noise regimeby Thomas D Swinburne, Danny PerezFirst…