Justin Domke

Identifiers

• name variant Justin Domke 0.60 · backfill

Papers (38)

1. Amortized Factor Inference Networks for Posterior Inference cs.LG · 2026 · author #2
2. Disentangling impact of capacity, objective, batchsize, estimators, and step-size on flow VI cs.LG · 2024 · author #2
3. Hamiltonian Monte Carlo Inference of Marginalized Linear Mixed-Effects Models cs.LG · 2024 · author #2
4. Understanding and mitigating difficulties in posterior predictive evaluation cs.LG · 2024 · author #2
5. Simulation-based stacking stat.ME · 2023 · author #3
6. Provable convergence guarantees for black-box variational inference cs.LG · 2023 · author #1
7. Discriminative calibration: Check Bayesian computation from simulations and flexible classifier stat.ML · 2023 · author #2
8. Sample Average Approximation for Black-Box VI cs.LG · 2023 · author #2
9. U-Statistics for Importance-Weighted Variational Inference cs.LG · 2023 · author #3
10. Joint control variate for faster black-box variational inference cs.LG · 2022 · author #3
11. Langevin Diffusion Variational Inference cs.LG · 2022 · author #2
12. Variational Inference with Locally Enhanced Bounds for Hierarchical Models cs.LG · 2022 · author #2
13. Amortized Variational Inference for Simple Hierarchical Models cs.LG · 2021 · author #2
14. Variational Marginal Particle Filters stat.ML · 2021 · author #2
15. MCMC Variational Inference via Uncorrected Hamiltonian Annealing cs.LG · 2021 · author #2
16. Empirical Evaluation of Biased Methods for Alpha Divergence Minimization cs.LG · 2021 · author #2
17. An Easy to Interpret Diagnostic for Approximate Inference: Symmetric Divergence Over Simulations cs.LG · 2021 · author #1
18. On the Difficulty of Unbiased Alpha Divergence Minimization stat.ML · 2020 · author #2
19. Approximation Based Variance Reduction for Reparameterization Gradients cs.LG · 2020 · author #2
20. Advances in Black-Box VI: Normalizing Flows, Importance Weighting, and Optimization cs.LG · 2020 · author #3
21. Moment-Matching Conditions for Exponential Families with Conditioning or Hidden Data cs.LG · 2020 · author #1
22. A Rule for Gradient Estimator Selection, with an Application to Variational Inference cs.LG · 2019 · author #2
23. Thompson Sampling with Approximate Inference cs.LG · 2019 · author #3
24. Divide and Couple: Using Monte Carlo Variational Objectives for Posterior Approximation cs.LG · 2019 · author #1
25. Provable Gradient Variance Guarantees for Black-Box Variational Inference cs.LG · 2019 · author #1
26. Provable Smoothness Guarantees for Black-Box Variational Inference cs.LG · 2019 · author #1
27. Using Large Ensembles of Control Variates for Variational Inference cs.LG · 2018 · author #2
28. Importance Weighting and Variational Inference cs.LG · 2018 · author #1
29. Conditional Inference in Pre-trained Variational Autoencoders via Cross-coding stat.ML · 2018 · author #2
30. A Divergence Bound for Hybrids of MCMC and Variational Inference and an Application to Langevin Dynamics and SGVI cs.LG · 2017 · author #1
31. Clamping Improves TRW and Mean Field Approximations cs.LG · 2015 · author #2
32. Maximum Likelihood Learning With Arbitrary Treewidth via Fast-Mixing Parameter Sets cs.LG · 2015 · author #1
33. Projecting Markov Random Field Parameters for Fast Mixing cs.LG · 2014 · author #2
34. Finito: A Faster, Permutable Incremental Gradient Method for Big Data Problems cs.LG · 2014 · author #3
35. Structured Learning via Logistic Regression cs.LG · 2014 · author #1
36. Projecting Ising Model Parameters for Fast Mixing cs.LG · 2014 · author #1
37. Learning Graphical Model Parameters with Approximate Marginal Inference cs.LG · 2013 · author #1
38. Learning Convex Inference of Marginals cs.LG · 2012 · author #1

Mentions

• 2410.24079 #2 · arxiv_oai · confidence 0.70 Justin Domke
• 2412.08824 #2 · arxiv_oai · confidence 0.70 Justin Domke
• 2405.19747 #2 · arxiv_oai · confidence 0.70 Justin Domke
• 2210.07290 #3 · arxiv_oai · confidence 0.70 Justin Domke
• 2310.17009 #3 · arxiv_oai · confidence 0.70 Justin Domke
• 2306.03638 #1 · arxiv_oai · confidence 0.70 Justin Domke
• 2305.14593 #2 · arxiv_oai · confidence 0.70 Justin Domke
• 2304.06803 #2 · arxiv_oai · confidence 0.70 Justin Domke
• 2208.07743 #2 · arxiv_oai · confidence 0.70 Justin Domke
• 2302.13918 #3 · arxiv_oai · confidence 0.70 Justin Domke
• 2203.04432 #2 · arxiv_oai · confidence 0.70 Justin Domke
• 2109.15134 #2 · arxiv_oai · confidence 0.70 Justin Domke
• 2111.03144 #2 · arxiv_oai · confidence 0.70 Justin Domke
• 2107.04150 #2 · arxiv_oai · confidence 0.70 Justin Domke
• 2010.09541 #2 · arxiv_oai · confidence 0.70 Justin Domke
• 2105.06587 #2 · arxiv_oai · confidence 0.70 Justin Domke
• 2103.01030 #1 · arxiv_oai · confidence 0.70 Justin Domke
• 2006.10343 #3 · arxiv_oai · confidence 0.70 Justin Domke
• 2007.14634 #2 · arxiv_oai · confidence 0.70 Justin Domke
• 1911.01894 #2 · arxiv_oai · confidence 0.70 Justin Domke
• 1810.12482 #2 · arxiv_oai · confidence 0.70 Justin Domke
• 1901.08431 #1 · arxiv_oai · confidence 0.70 Justin Domke
• 2001.09771 #1 · arxiv_oai · confidence 0.70 Justin Domke
• 1908.04970 #3 · arxiv_oai · confidence 0.70 Justin Domke
• 1906.10115 #1 · arxiv_oai · confidence 0.70 Justin Domke
• 1906.08241 #1 · arxiv_oai · confidence 0.70 Justin Domke
• 1808.09034 #1 · arxiv_oai · confidence 0.70 Justin Domke
• 1805.07785 #2 · arxiv_oai · confidence 0.70 Justin Domke
• 1706.06529 #1 · arxiv_oai · confidence 0.70 Justin Domke
• 1509.08992 #1 · arxiv_oai · confidence 0.70 Justin Domke
• 1510.00087 #2 · arxiv_oai · confidence 0.70 Justin Domke
• 1411.1119 #2 · arxiv_oai · confidence 0.70 Justin Domke
• 1407.0749 #1 · arxiv_oai · confidence 0.70 Justin Domke
• 1407.2710 #3 · arxiv_oai · confidence 0.70 Justin Domke
• 1407.0754 #1 · arxiv_oai · confidence 0.70 Justin Domke
• 1301.3193 #1 · arxiv_oai · confidence 0.70 Justin Domke
• 1206.3247 #1 · arxiv_oai · confidence 0.70 Justin Domke
• 1510.00087 #2 · backfill · confidence 0.70 Justin Domke
• 1509.08992 #1 · backfill · confidence 0.70 Justin Domke
• 1411.1119 #2 · backfill · confidence 0.70 Justin Domke
• 1407.2710 #3 · backfill · confidence 0.70 Justin Domke
• 1407.0754 #1 · backfill · confidence 0.70 Justin Domke
• 1407.0749 #1 · backfill · confidence 0.70 Justin Domke
• 2605.26419 #2 · arxiv_oai · confidence 0.70 Justin Domke
• 1301.3193 #1 · backfill · confidence 0.70 Justin Domke
• 1206.3247 #1 · backfill · confidence 0.70 Justin Domke

Frequent Coauthors

• Tomas Geffner 9 shared papers
• Daniel Sheldon 7 shared papers
• Abhinav Agrawal 4 shared papers
• Javier Burroni 2 shared papers
• Jinlin Lai 2 shared papers
• Xianghang Liu 2 shared papers
• Yuling Yao 2 shared papers
• Aaron J. Defazio 1 shared papers
• Adrian Weller 1 shared papers
• Bruno R\'egaldo-Saint Blancard 1 shared papers
• Ga Wu 1 shared papers
• Guillaume Garrigos 1 shared papers
• Joohwan Ko 1 shared papers
• Kenta Takatsu 1 shared papers
• My Phan 1 shared papers
• Robert Gower 1 shared papers
• Scott Sanner 1 shared papers
• Tib\'erio S. Caetano 1 shared papers
• Xi Wang 1 shared papers
• Yasin Abbasi-Yadkori 1 shared papers