conftrace_

discrete optimization

145 papers

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Co-occurring keywords

combinatorial optimization (1039) submodular optimization (261) continuous optimization (135) integer programming (92) markov random field (303) neural network (6616) graphical model (864) binary code (83) gradient-based optimization (192) quadratic programming (83)

Papers

Partial Wasserstein Covering AAAI 2022
Minimax Optimization: The Case of Convex-Submodular AISTATS 2022
Online Enhanced Semantic Hashing: Towards Effective and Efficient Retrieval for Streaming Multi-Modal Data AAAI 2022
A Divide and Conquer Algorithm for Predict+Optimize with Non-convex Problems AAAI 2022
Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions NIPS 2022
Rescuing Deep Hashing from Dead Bits Problem IJCAI 2021
Interpretable Sequence Classification via Discrete Optimization AAAI 2021
Learning with Algorithmic Supervision via Continuous Relaxations NIPS 2021
Discrete Multiple Kernel k-means IJCAI 2021
Alternating Direction Method of Multipliers for Quantization AISTATS 2021
Scaling Up Exact Neural Network Compression by ReLU Stability NIPS 2021
Adaptive Experimental Design for Optimizing Combinatorial Structures IJCAI 2021
Non-approximate Inference for Collective Graphical Models on Path Graphs via Discrete Difference of Convex Algorithm NIPS 2021
Practical Null Steering in Millimeter Wave Networks NSDI 2021
Solving Soft Clustering Ensemble via $k$-Sparse Discrete Wasserstein Barycenter NIPS 2021
Learn The Big Picture: Representation Learning for Clustering ACL 2021
Perturb-and-max-product: Sampling and learning in discrete energy-based models NIPS 2021
Decomposable Submodular Function Minimization via Maximum Flow ICML 2021
New Algorithms for Japanese Residency Matching IJCAI 2021
Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction ACL 2020
Photometric Stereo via Discrete Hypothesis-and-Test Search CVPR 2020
Submodular Meta-Learning NIPS 2020
MINA: Convex Mixed-Integer Programming for Non-Rigid Shape Alignment CVPR 2020
Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems AAAI 2020
A Greedy Bit-flip Training Algorithm for Binarized Knowledge Graph Embeddings EMNLP 2020