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Probabilistic Modeling

2591 directly classified papers

Papers per year

Papers

Backward-Compatible Prediction Updates: A Probabilistic Approach NIPS 2021
Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging AAAI 2021
A New Bounding Scheme for Influence Diagrams AAAI 2021
Reliable Estimation of KL Divergence using a Discriminator in Reproducing Kernel Hilbert Space NIPS 2021
Probabilistic Dependency Graphs AAAI 2021
Self-Supervised Self-Supervision by Combining Deep Learning and Probabilistic Logic AAAI 2021
Conditional Temporal Neural Processes with Covariance Loss ICML 2021
On the Convex Combination of Determinantal Point Processes ACML 2021
Group Fairness by Probabilistic Modeling with Latent Fair Decisions AAAI 2021
Probabilistic Generating Circuits ICML 2021
Scalable gradient matching based on state space Gaussian Processes ACML 2021
Sinusoidal Flow: A Fast Invertible Autoregressive Flow ACML 2021
Linear-Time Probabilistic Solution of Boundary Value Problems NIPS 2021
Submodel Decomposition Bounds for Influence Diagrams AAAI 2021
StatEcoNet: Statistical Ecology Neural Networks for Species Distribution Modeling AAAI 2021
Complex Coordinate-Based Meta-Analysis with Probabilistic Programming AAAI 2021
Probabilistic Programming Bots in Intuitive Physics Game Play AAAI 2021
Contrastive Neural Processes for Self-Supervised Learning ACML 2021
A Hybrid Probabilistic Approach for Table Understanding AAAI 2021
DAGSurv: Directed Ayclic Graph Based Survival Analysis Using Deep Neural Networks ACML 2021
Retrofitting High Availability Mechanism to Tame Hybrid Transaction/Analytical Processing OSDI 2021
On the Complexity of Sum-of-Products Problems over Semirings AAAI 2021
VaB-AL: Incorporating Class Imbalance and Difficulty With Variational Bayes for Active Learning CVPR 2021
From Behavioral Theories to Econometrics: Inferring Preferences of Human Agents from Data on Repeated Interactions AAAI 2021
MAP Adaptation Characteristics in Forensic Long-Term Formant Analysis INTERSPEECH 2021