Desi R. Ivanova

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 10

Top Topics

Experimental Design

Information Bottleneck

Multi Target Tracking

Top Venues

Publications

Desi R. Ivanova, Joel Jennings, Tom Rainforth, Cheng Zhang, Adam Foster
CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design. CoRR (2023)
Tom Rainforth, Adam Foster, Desi R. Ivanova, Freddie Bickford Smith
Modern Bayesian Experimental Design. CoRR (2023)
Panagiotis Tigas, Yashas Annadani, Desi R. Ivanova, Andrew Jesson, Yarin Gal, Adam Foster, Stefan Bauer
Differentiable Multi-Target Causal Bayesian Experimental Design. ICML (2023)
Desi R. Ivanova, Joel Jennings, Tom Rainforth, Cheng Zhang, Adam Foster
CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design. ICML (2023)
Yashas Annadani, Panagiotis Tigas, Desi R. Ivanova, Andrew Jesson, Yarin Gal, Adam Foster, Stefan Bauer
Differentiable Multi-Target Causal Bayesian Experimental Design. CoRR (2023)
Desi R. Ivanova, Joel Jennings, Cheng Zhang, Adam Foster
Efficient Real-world Testing of Causal Decision Making via Bayesian Experimental Design for Contextual Optimisation. CoRR (2022)
Desi R. Ivanova, Adam Foster, Steven Kleinegesse, Michael U. Gutmann, Thomas Rainforth
Implicit Deep Adaptive Design: Policy-Based Experimental Design without Likelihoods. NeurIPS (2021)
Adam Foster, Desi R. Ivanova, Ilyas Malik, Tom Rainforth
Deep Adaptive Design: Amortizing Sequential Bayesian Experimental Design. ICML (2021)
Adam Foster, Desi R. Ivanova, Ilyas Malik, Tom Rainforth
Deep Adaptive Design: Amortizing Sequential Bayesian Experimental Design. CoRR (2021)
Desi R. Ivanova, Adam Foster, Steven Kleinegesse, Michael U. Gutmann, Tom Rainforth
Implicit Deep Adaptive Design: Policy-Based Experimental Design without Likelihoods. CoRR (2021)