Chirag Modi

5 papers · 2023–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

AISTATS (2) NeurIPS (2) ICML (1)

Top co-authors

Lawrence K. Saul (4) Diana Cai (3) David M. Blei (2) Charles Margossian (2) Robert M. Gower (2) David Blei (1) Robert Gower (1) Bob Carpenter (1) Loucas Pillaud-Vivien (1) Gilad Turok (1)

Research topics

Machine Learning (5) Optimization & Theory (4) Deep Learning (3) Bayesian & Probabilistic · Machine Learning (3) Models (3) Artificial Intelligence (2) Bayesian & Probabilistic · Artificial Intelligence (2) Mathematics & Optimization (1) Optimization (1)

Keywords

black-box variational inference (2) bayesian inference (2) variational inference (2) score matching (2) gaussian approximation (1) convergence (1) step size adaptation (1) posterior approximation (1) hamiltonian monte carlo (1) gaussian distribution (1) gradient evaluation (1) score-based method (1) eigenvalue problem (1) proximal update (1) no-u-turn sampler (1) orthogonal function expansion (1) delayed rejection (1) reverse kullback-leibler divergence (1) gaussian variational families (1) factor analysis (1)

Papers

Batch, match, and patch: low-rank approximations for score-based variational inference AISTATS 2025 Sampling From Multiscale Densities With Delayed Rejection Generalized Hamiltonian Monte Carlo AISTATS 2025 Batch and match: black-box variational inference with a score-based divergence ICML 2024 EigenVI: score-based variational inference with orthogonal function expansions NeurIPS 2024 Variational Inference with Gaussian Score Matching NeurIPS 2023