conftrace_

subset selection

90 papers

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Co-occurring keywords

determinantal point process (140) submodular optimization (261) greedy algorithm (242) approximation algorithm (630) submodular function (121) pareto optimization (78) combinatorial optimization (1039) neural network (6616) feature selection (649) representation learning (6206)

Papers

Fast Pareto Optimization for Subset Selection with Dynamic Cost Constraints IJCAI 2021
A Bayesian Approach for Subset Selection in Contextual Bandits AAAI 2021
Stochastic Top-$K$ Subset Bandits with Linear Space and Non-Linear Feedback ALT 2021
k-SDPP: Fixed-Size Video Summarization via Sequential Determinantal Point Processes IJCAI 2020
Hitting the High Notes: Subset Selection for Maximizing Expected Order Statistics NIPS 2020
An Efficient Evolutionary Algorithm for Subset Selection with General Cost Constraints AAAI 2020
Sampling from a k-DPP without looking at all items NIPS 2020
Subset Selection by Pareto Optimization with Recombination AAAI 2020
Set to Ordered Text: Generating Discharge Instructions from Medical Billing Codes IJCNLP 2019
Combinatorial Bandits with Relative Feedback NIPS 2019
PAC Battling Bandits in the Plackett-Luce Model ALT 2019
DppNet: Approximating Determinantal Point Processes with Deep Networks NIPS 2019
Learning Nonsymmetric Determinantal Point Processes NIPS 2019
Exact sampling of determinantal point processes with sublinear time preprocessing NIPS 2019
Algorithms for Average Regret Minimization AAAI 2019
Deep Supervised Summarization: Algorithm and Application to Learning Instructions NIPS 2019
Pareto Optimization for Subset Selection with Dynamic Cost Constraints AAAI 2019
Active Ranking with Subset-wise Preferences AISTATS 2019
MaxHedge: Maximizing a Maximum Online AISTATS 2019
Sequential Facility Location: Approximate Submodularity and Greedy Algorithm ICML 2019
Approximate Submodularity and its Applications: Subset Selection, Sparse Approximation and Dictionary Selection JMLR 2018
Approximation Guarantees of Stochastic Greedy Algorithms for Subset Selection IJCAI 2018
Selecting Representative Examples for Program Synthesis ICML 2018
Creating Capsule Wardrobes From Fashion Images CVPR 2018
Exploiting Transitivity for Learning Person Re-Identification Models on a Budget CVPR 2018