Sally Cripps

4 papers · 2019–2026 · 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

NeurIPS (2) AISTATS (1) UAI (1)

Top co-authors

Hadi Mohasel Afshar (2) Edwin V. Bonilla (1) Theodoros Damoulas (1) Rafael Oliveira (1) Seyed Reza Maadi (1) Virginia Aglietti (1)

Research topics

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

Keywords

bayesian inference (4) markov chain monte carlo (3) hamiltonian monte carlo (2) gaussian process (1) effective sample size (1) stochastic process (1) cox process (1) sampling algorithm (1) longitudinal data (1) bayes factor (1) no-u-turn sampler (1) probabilistic modeling (1) directed cyclic graph (1) variational inference (1) causal discovery (1)

Papers

Bayesian Causal Discovery in Directed Cyclic Graphs with Closed-Form Lag Bayes Factors UAI 2026 Fixed-Distance Hamiltonian Monte Carlo NeurIPS 2022 Non-Volume Preserving Hamiltonian Monte Carlo and No-U-TurnSamplers AISTATS 2021 Structured Variational Inference in Continuous Cox Process Models NeurIPS 2019