Daniel M. Steinberg

18 papers A* 3A 4Journal 9Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Active Flow Matching. CoRR Yashvir S. Grewal, Daniel M. Steinberg, Thang D. Bui, Cheng Soon Ong, Edwin V. Bonilla
2026	J	`jnl`	Causal Preference Elicitation. CoRR Edwin V. Bonilla, He Zhao, Daniel M. Steinberg
2026	J	`jnl`	Flowette: Flow Matching with Graphette Priors for Graph Generation. CoRR Asiri Wijesinghe, Sevvandi Kandanaarachchi, Daniel M. Steinberg, Cheng Soon Ong
2025	J	`jnl`	Amortized Active Generation of Pareto Sets. CoRR Daniel M. Steinberg, Asiri Wijesinghe, Rafael Oliveira, Piotr Koniusz, Cheng Soon Ong, Edwin V. Bonilla
2025	J	`jnl`	Generative Bayesian Optimization: Generative Models as Acquisition Functions. CoRR Rafael Oliveira, Daniel M. Steinberg, Edwin V. Bonilla
2025	A	`conf`	Protein Fitness Landscape: Spectral Graph Theory Perspective. AISTATS Hao Zhu, Daniel M. Steinberg, Piotr Koniusz
2025	A*	`conf`	Variational Search Distributions. ICLR Daniel M. Steinberg, Rafael Oliveira, Cheng Soon Ong, Edwin V. Bonilla
2024	J	`jnl`	Variational Search Distributions. CoRR Daniel M. Steinberg, Rafael Oliveira, Cheng Soon Ong, Edwin V. Bonilla
2016	A*	`conf`	Extended and Unscented Kitchen Sinks. ICML Edwin V. Bonilla, Daniel M. Steinberg, Alistair Reid
2016	J	`jnl`	Reflections on a decade of autonomous underwater vehicles operations for marine survey at the Australian Centre for Field Robotics. Annu. Rev. Control. Stefan B. Williams, Oscar Pizarro, Daniel M. Steinberg, Ariell Friedman, Mitch Bryson
2015	J	`jnl`	Hierarchical Bayesian models for unsupervised scene understanding. Comput. Vis. Image Underst. Daniel M. Steinberg, Oscar Pizarro, Stefan B. Williams
2014	—	`conf`	Extended and Unscented Gaussian Processes. NIPS Daniel M. Steinberg, Edwin V. Bonilla
2013	—	`—`	An Unsupervised Approach to Modelling Visual Data. Daniel M. Steinberg
2013	A*	`conf`	Synergistic Clustering of Image and Segment Descriptors for Unsupervised Scene Understanding. ICCV Daniel M. Steinberg, Oscar Pizarro, Stefan B. Williams
2012	J	`jnl`	Monitoring of Benthic Reference Sites: Using an Autonomous Underwater Vehicle. IEEE Robotics Autom. Mag. Stefan B. Williams, Oscar Pizarro, Michael V. Jakuba, Craig R. Johnson, Neville Barrett, Russel C. Babcock, Gary A. Kendrick, Peter D. Steinberg, Andrew J. Heyward, Peter J. Doherty, Ian Mahon, Matthew Johnson-Roberson, Daniel M. Steinberg, Ariell Friedman
2011	A	`conf`	Active learning using a Variational Dirichlet Process model for pre-clustering and classification of underwater stereo imagery. IROS Ariell Friedman, Daniel M. Steinberg, Oscar Pizarro, Stefan B. Williams
2011	A	`conf`	Toward automatic classification of chemical sensor data from autonomous underwater vehicles. IROS Michael V. Jakuba, Daniel M. Steinberg, James C. Kinsey, Dana R. Yoerger, Richard Camilli, Oscar Pizarro, Stefan B. Williams
2010	A	`conf`	Towards autonomous habitat classification using Gaussian Mixture Models. IROS Daniel M. Steinberg, Stefan B. Williams, Oscar Pizarro, Michael V. Jakuba