Jason Pacheco
15 papers · 2012–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (11) π Interdisciplinary Bridge π§ Keyword Pioneer π Academic Marathon (13)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
π
Keyword Champion
π
Grand Slam
π
Trend Setter
ποΈ
Keyword Collector
(66)
π
Century Club
(14)
Conferences
NIPS (5)
AISTATS (3)
ICML (3)
ICLR (2)
AAAI (1)
CVPR (1)
Top co-authors
Keywords
mutual information
(5)
variational inference
(5)
graphical model
(3)
belief propagation
(2)
gaussian mixture model
(2)
message passing
(2)
bayesian nonparametrics
(1)
stochastic gradient descent
(1)
causal inference
(1)
policy gradient
(1)
sequential decision making
(1)
likelihood-free inference
(1)
mode estimation
(1)
human pose estimation
(1)
neural decoding
(1)
marginal estimation
(1)
map inference
(1)
particle filtering
(1)
optimal control
(1)
brain-computer interface
(1)
Papers
Risk-Sensitive Exponential Actor Critic
AAAI 2026
Risk-Sensitive Variational Actor-Critic: A Model-Based Approach
ICLR 2025
Flow-based Variational Mutual Information: Fast and Flexible Approximations
ICLR 2025
Efficient Variational Sequential Information Control
AISTATS 2024
Differentially Private Stochastic Gradient Descent with Fixed-Size Minibatches: Tighter RDP Guarantees with or without Replacement
NIPS 2024
On Convergence of Polynomial Approximations to the Gaussian Mixture Entropy
NIPS 2023
Fast Variational Estimation of Mutual Information for Implicit and Explicit Likelihood Models
AISTATS 2023
Sequential Bayesian Experimental Design with Variable Cost Structure
NIPS 2020
Nonparametric Object and Parts Modeling With Lie Group Dynamics
CVPR 2020
Variational Information Planning for Sequential Decision Making
AISTATS 2019
A Robust Approach to Sequential Information Theoretic Planning
ICML 2018
Multiscale Semi-Markov Dynamics for Intracortical Brain-Computer Interfaces
NIPS 2017
Proteins, Particles, and Pseudo-Max-Marginals: A Submodular Approach
ICML 2015
Preserving Modes and Messages via Diverse Particle Selection
ICML 2014
Minimization of Continuous Bethe Approximations: A Positive Variation
NIPS 2012