Steven Kleinegesse

14 papers A* 2A 1B 1Journal 10

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Designing Optimal Behavioral Experiments Using Machine Learning. CoRR Simon Valentin, Steven Kleinegesse, Neil R. Bramley, Peggy Seriès, Michael U. Gutmann, Christopher G. Lucas
2022	J	`jnl`	Domain Knowledge in A*-Based Causal Discovery. CoRR Steven Kleinegesse, Andrew R. Lawrence, Hana Chockler
2022	J	`jnl`	Statistical applications of contrastive learning. CoRR Michael U. Gutmann, Steven Kleinegesse, Benjamin Rhodes
2021	B	`conf`	Bayesian Experimental Design for Intractable Models of Cognition. CogSci Simon Valentin, Steven Kleinegesse, Neil R. Bramley, Michael U. Gutmann, Chris Lucas
2021	J	`jnl`	Bayesian Optimal Experimental Design for Simulator Models of Cognition. CoRR Simon Valentin, Steven Kleinegesse, Neil R. Bramley, Michael U. Gutmann, Christopher G. Lucas
2021	J	`jnl`	Gradient-based Bayesian Experimental Design for Implicit Models using Mutual Information Lower Bounds. CoRR Steven Kleinegesse, Michael U. Gutmann
2021	A*	`conf`	Implicit Deep Adaptive Design: Policy-Based Experimental Design without Likelihoods. NeurIPS Desi R. Ivanova, Adam Foster, Steven Kleinegesse, Michael U. Gutmann, Thomas Rainforth
2021	J	`jnl`	Implicit Deep Adaptive Design: Policy-Based Experimental Design without Likelihoods. CoRR Desi R. Ivanova, Adam Foster, Steven Kleinegesse, Michael U. Gutmann, Tom Rainforth
2020	A*	`conf`	Bayesian Experimental Design for Implicit Models by Mutual Information Neural Estimation. ICML Steven Kleinegesse, Michael U. Gutmann
2020	J	`jnl`	Bayesian Experimental Design for Implicit Models by Mutual Information Neural Estimation. CoRR Steven Kleinegesse, Michael U. Gutmann
2020	J	`jnl`	Pulse shape discrimination and exploration of scintillation signals using convolutional neural networks. Mach. Learn. Sci. Technol. Jack Griffiths, Steven Kleinegesse, D. Saunders, R. Taylor, Antonin Vacheret
2020	J	`jnl`	Sequential Bayesian Experimental Design for Implicit Models via Mutual Information. CoRR Steven Kleinegesse, Christopher C. Drovandi, Michael U. Gutmann
2019	A	`conf`	Efficient Bayesian Experimental Design for Implicit Models. AISTATS Steven Kleinegesse, Michael U. Gutmann
2018	J	`jnl`	Efficient Bayesian Experimental Design for Implicit Models. CoRR Steven Kleinegesse, Michael U. Gutmann