conftrace_

model approximation

11 papers

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Co-occurring keywords

probabilistic graphical model (226) graphical model (864) approximate inference (253) neural network compression (114) training data privacy (3) risk assessment (78) edit distance (41) privacy leakage (105) basis function (18) dynamic bayesian network (38)

Papers

FP=XINT: Representing Neural Networks via Low-Bit Series Basis Functions AAAI 2026
Can Graph Neural Networks Expose Training Data Properties? An Efficient Risk Assessment Approach NIPS 2024
Data curation via joint example selection further accelerates multimodal learning NIPS 2024
Online Planning in POMDPs with Self-Improving Simulators IJCAI 2022
Decision-Guided Weighted Automata Extraction from Recurrent Neural Networks AAAI 2021
Efficient Explanations from Empirical Explainers EMNLP 2021
Network Approximation using Tensor Sketching IJCAI 2018
Learning Planar Ising Models JMLR 2016
Why are DBNs sparse? AISTATS 2010
Bounds for the Loss in Probability of Correct Classification Under Model Based Approximation JMLR 2006
Comparing Bayes Model Averaging and Stacking When Model Approximation Error Cannot be Ignored JMLR 2003