conftrace_

quadratic optimization

28 papers

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Co-occurring keywords

support vector machine (978) momentum method (75) quadratic programming (83) convex optimization (1321) permutation matrix (14) first-order method (89) stiefel manifold (29) kernel methods (1097) linear convergence (158) sparse optimization (246)

Papers

Layer-Wise High-Impact Parameter Ratio Optimization in Post-Training Quantization for Large Language Models ACL 2026
CAKE: Causal-Guided Adaptive Knowledge Editing for LLMs ACL 2026
Optimizing Long-Term Robot Tracking With Multi-Platform Sensor Fusion WACV 2024
Tight Convergence Rate Bounds for Optimization Under Power Law Spectral Conditions JMLR 2024
End-to-End Learning to Warm-Start for Real-Time Quadratic Optimization L4DC 2023
Does Momentum Help in Stochastic Optimization? A Sample Complexity Analysis. UAI 2023
Sparse Quadratic Optimisation over the Stiefel Manifold with Application to Permutation Synchronisation NIPS 2021
Balanced sampling for an object detection problem - application to fetal anatomies detection MIDL 2021
Sparse and Smooth Signal Estimation: Convexification of L0-Formulations JMLR 2021
Accelerating Quadratic Optimization with Reinforcement Learning NIPS 2021
Acceleration through spectral density estimation ICML 2020
Index Tracking with Cardinality Constraints: A Stochastic Neural Networks Approach AAAI 2020
Collaborative Channel Pruning for Deep Networks ICML 2019
DS*: Tighter Lifting-Free Convex Relaxations for Quadratic Matching Problems CVPR 2018
A Framework for Optimal Matching for Causal Inference AISTATS 2017
Minimizing Quadratic Functions in Constant Time NIPS 2016
Quadratic Optimization with Orthogonality Constraints: Explicit Lojasiewicz Exponent and Linear Convergence of Line-Search Methods ICML 2016
The Solution Path Algorithm for Identity-Aware Multi-Object Tracking CVPR 2016
From Averaging to Acceleration, There is Only a Step-size COLT 2015
Point Triangulation Through Polyhedron Collapse Using the l[?] Norm ICCV 2015
Distributed Box-Constrained Quadratic Optimization for Dual Linear SVM ICML 2015
Label Consistent Quadratic Surrogate Model for Visual Saliency Prediction CVPR 2015
Efficient Minimax Strategies for Square Loss Games NIPS 2014
Convex Relaxations for Permutation Problems NIPS 2013
Hybrid MPI/OpenMP Parallel Linear Support Vector Machine Training JMLR 2009