Decoste, Dennis

18 publications

UAI 2023 SPDF: Sparse Pre-Training and Dense Fine-Tuning for Large Language Models Vithursan Thangarasa, Abhay Gupta, William Marshall, Tianda Li, Kevin Leong, Dennis DeCoste, Sean Lie, Shreyas Saxena

ICLR 2020 Stochastic Weight Averaging in Parallel: Large-Batch Training That Generalizes Well Vipul Gupta, Santiago Akle Serrano, Dennis DeCoste

NeurIPS 2019 Data Parameters: A New Family of Parameters for Learning a Differentiable Curriculum Shreyas Saxena, Oncel Tuzel, Dennis DeCoste

WACV 2015 Fast Approximate Matching of Videos from Hand-Held Cameras for Robust Background Subtraction Raffay Hamid, Atish Das Sarma, Dennis DeCoste, Neel Sundaresan

ICCV 2015 HD-CNN: Hierarchical Deep Convolutional Neural Networks for Large Scale Visual Recognition Zhicheng Yan, Hao Zhang, Robinson Piramuthu, Vignesh Jagadeesh, Dennis DeCoste, Wei Di, Yizhou Yu

ICLR 2015 Hot Swapping for Online Adaptation of Optimization Hyperparameters Kevin Bache, Dennis DeCoste, Padhraic Smyth

ICML 2014 Compact Random Feature Maps Raffay Hamid, Ying Xiao, Alex Gittens, Dennis Decoste

CVPR 2013 Dense Non-Rigid Point-Matching Using Random Projections Raffay Hamid, Dennis Decoste, Chih-Jen Lin

JMLR 2006 Building Support Vector Machines with Reduced Classifier Complexity S. Sathiya Keerthi, Olivier Chapelle, Dennis DeCoste

ICML 2006 Collaborative Prediction Using Ensembles of Maximum Margin Matrix Factorizations Dennis DeCoste

ECML-PKDD 2006 Ensembles of Nearest Neighbor Forecasts Dragomir Yankov, Dennis DeCoste, Eamonn J. Keogh

JMLR 2005 A Modified Finite Newton Method for Fast Solution of Large Scale Linear SVMs S. Sathiya Keerthi, Dennis DeCoste

ICML 2003 Fast Query-Optimized Kernel Machine Classification via Incremental Approximate Nearest Support Vectors Dennis DeCoste, Dominic Mazzoni

NeurIPS 2003 Sparse Greedy Minimax Probability Machine Classification Thomas R. Strohmann, Andrei Belitski, Gregory Z. Grudic, Dennis DeCoste

ICML 2002 Anytime Interval-Valued Outputs for Kernel Machines: Fast Support Vector Machine Classification via Distance Geometry Dennis DeCoste

MLJ 2002 Training Invariant Support Vector Machines Dennis DeCoste, Bernhard Schölkopf

AAAI 1991 CATMS: An ATMS Which Avoids Label Explosions John W. Collins, Dennis DeCoste

AAAI 1990 Dynamic Acioss-Time Measurement Interpretation Dennis DeCoste