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Ajay Jasra

2 papers · 2007–2024 · 2 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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+4 more ↓ 🌍 Conference Polyglot Β· Bronze πŸƒ Academic Marathon Β· Full πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird
🌱 Topic Pioneer 🧭 Keyword Pioneer πŸ† Keyword Champion πŸ“ˆ Trend Setter

Venues

JMLR (1) NeurIPS (1)

Top co-authors

Nando D. Freitas (1) Matthew Hoffman (1) Arnaud Doucet (1) Jeremie Houssineau (1) Jeremy Heng (1)

Research topics

Machine Learning (2) Optimization & Theory (2) Artificial Intelligence (1) Mathematics & Optimization (1) Reinforcement Learning (1) Bayesian & Probabilistic Β· Artificial Intelligence (1) Bayesian & Probabilistic Β· Machine Learning (1) Core AI (1) Learning Types (1) Mathematics (1) Methods (1)

Keywords

expectation maximization (2) markov chain monte carlo (2) bayesian inference (1) policy learning (1) maximum likelihood (1) diffusion process (1) policy search (1) bayesian policy learning (1) trans-dimensional inference (1) reversible jump mcmc (1) stochastic control (1) particle filter (1) unbiased estimation (1) multilevel randomization (1) trans-dimensional mcmc (1) reversible jump algorithm (1) reversible jump markov chain monte carlo (1) stochastic gradient (1) bayesian policy search (1) reinforcement learning (1)

Papers

On Unbiased Estimation for Partially Observed Diffusions JMLR 2024 Bayesian Policy Learning with Trans-Dimensional MCMC NeurIPS 2007