conftrace_

determinantal point process

140 papers

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Also known as

DPP

Co-occurring keywords

subset selection (90) map inference (130) markov chain monte carlo (725) probabilistic modeling (852) kernel matrix (73) sampling algorithm (130) submodular optimization (261) bayesian optimization (624) kernel methods (1097) combinatorial optimization (1039)

Papers

Submodular + Concave NIPS 2021
Probabilistic Generating Circuits ICML 2021
On the Convex Combination of Determinantal Point Processes ACML 2021
GIBBON: General-purpose Information-Based Bayesian Optimisation JMLR 2021
Determinantal Beam Search ACL 2021
Nonparametric estimation of continuous DPPs with kernel methods NIPS 2021
An analysis of Ermakov-Zolotukhin quadrature using kernels NIPS 2021
Efficient Balanced Treatment Assignments for Experimentation AISTATS 2021
Statistical mechanical analysis of neural network pruning UAI 2021
Unconstrained MAP Inference, Exponentiated Determinantal Point Processes, and Exponential Inapproximability AISTATS 2021
Diverse and Non-redundant Answer Set Extraction on Community QA based on DPPs COLING 2020
On the (In)tractability of Computing Normalizing Constants for the Product of Determinantal Point Processes ICML 2020
k-SDPP: Fixed-Size Video Summarization via Sequential Determinantal Point Processes IJCAI 2020
A determinantal point process for column subset selection JMLR 2020
Probabilistic Time Series Forecasting with Shape and Temporal Diversity NIPS 2020
Multi-Agent Determinantal Q-Learning ICML 2020
On the Relationship Between Probabilistic Circuits and Determinantal Point Processes UAI 2020
Practical Nonisotropic Monte Carlo Sampling in High Dimensions via Determinantal Point Processes AISTATS 2020
Diversified Bayesian Nonnegative Matrix Factorization AAAI 2020
Diversified Interactive Recommendation with Implicit Feedback AAAI 2020
Testing Determinantal Point Processes NIPS 2020
Sampling from a k-DPP without looking at all items NIPS 2020
Adaptive Sampling for Stochastic Risk-Averse Learning NIPS 2020
Debiasing Distributed Second Order Optimization with Surrogate Sketching and Scaled Regularization NIPS 2020
Online MAP Inference of Determinantal Point Processes NIPS 2020