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Jason S. Hartford

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

12

Venues

4

Active years

2017–2025

Best venue rank

A*

Where they publish

Papers

12 indexed papers, newest first.

YearVenueTitleAuthors
2025ICLREfficient Biological Data Acquisition through Inference Set Design.Ihor Neporozhnii, Julien Roy, Emmanuel Bengio, Jason S. Hartford
2025ICMLTowards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models.Konstantin Donhauser, Kristina Ulicna, Gemma E. Moran, Aditya Ravuri, Kian Kenyon-Dean, Cian Eastwood, Jason S. Hartford
2025ICMLViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy.Kian Kenyon-Dean, Zitong Jerry Wang, John Urbanik, Konstantin Donhauser, Jason S. Hartford, Saber Saberian, Nil Sahin, Ihab Bendidi, Safiye Celik, Juan Sebastin Rodrguez Vera, Marta M. Fay, Imran S. Haque, Oren Kraus
2024CPAIORUNSAT Solver Synthesis via Monte Carlo Forest Search.Chris Cameron, Jason S. Hartford, Taylor Lundy, Tuan Truong, Alan Milligan, Rex Chen, Kevin Leyton-Brown
2024ICLRObject centric architectures enable efficient causal representation learning.Amin Mansouri, Jason S. Hartford, Yan Zhang, Yoshua Bengio
2023ICMLSequential Underspecified Instrument Selection for Cause-Effect Estimation.Elisabeth Ailer, Jason S. Hartford, Niki Kilbertus
2022AAAIThe Perils of Learning Before Optimizing.Chris Cameron, Jason S. Hartford, Taylor Lundy, Kevin Leyton-Brown
2022ICLRProperties from mechanisms: an equivariance perspective on identifiable representation learning.Kartik Ahuja, Jason S. Hartford, Yoshua Bengio
2021ICMLValid Causal Inference with (Some) Invalid Instruments.Jason S. Hartford, Victor Veitch, Dhanya Sridhar, Kevin Leyton-Brown
2020AAAIPredicting Propositional Satisfiability via End-to-End Learning.Chris Cameron, Rex Chen, Jason S. Hartford, Kevin Leyton-Brown
2018ICMLDeep Models of Interactions Across Sets.Jason S. Hartford, Devon R. Graham, Kevin Leyton-Brown, Siamak Ravanbakhsh
2017ICMLDeep IV: A Flexible Approach for Counterfactual Prediction.Jason S. Hartford, Greg Lewis, Kevin Leyton-Brown, Matt Taddy