Jason Hartford

1. Deep Models of Interactions Across Sets
   2018/03/07 by Jason Hartford, Devon R. Graham, Hartford, Jason +5 · 10 citations
   Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Machine Learning in Healthcare
2. DynGFN: Towards Bayesian Inference of Gene Regulatory Networks with GFlowNets
   2023/02/08 by Lazar Atanackovic, Atanackovic, Lazar, Alexander Tong +9 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Decision Sciences · Computer Science · #Gene Regulatory Network Analysis #Probabilistic and Robust Engineering Design #Machine Learning and Algorithms
3. Counterfactual Prediction with Deep Instrumental Variables Networks
   2016/12/30 by Jason Hartford, Greg Lewis, Hartford, Jason +5 · 4 citations
   Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms #Domain Adaptation and Few-Shot Learning
4. The Perils of Learning Before Optimizing
   2021/06/18 by Chris Cameron, Cameron, Chris, Jason Hartford +5 · 2 citations
   Social Sciences · Engineering · Economics, Econometrics and Finance · #Transportation Planning and Optimization #Traffic Prediction and Management Techniques #Economic and Environmental Valuation
5. Properties from Mechanisms: An Equivariance Perspective on Identifiable Representation Learning
   2021/10/29 by Kartik Ahuja, Ahuja, Kartik, Jason Hartford +3 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Domain Adaptation and Few-Shot Learning #Evolution and Genetic Dynamics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Topic Modeling
6. Sparsity regularization via tree-structured environments for disentangled representations
   2024/05/30 by Elliot Layne, Jason Hartford, Layne, Elliot +7 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Earth and Planetary Sciences · Environmental Science · #Biomedical Text Mining and Ontologies #Evolution and Paleontology Studies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Species Distribution and Climate Change
7. Virtual Cells: Predict, Explain, Discover
   2025/05/20 by Emmanuel Noutahi, Noutahi, Emmanuel, Jason Hartford +27 · 2 voices · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM) #cs.LG #q-bio.QM
8. Shaping Inductive Bias in Diffusion Models through Frequency-Based Noise Control
   2025/02/14 by Thomas Jiralerspong, Berton Earnshaw, Jiralerspong, Thomas +7 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
9. Automated Discovery of Pairwise Interactions from Unstructured Data
   2024/09/11 by Zuheng, Xu, Moksh Jain +10 · 1 citation
   Computer Science · #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Rough Sets and Fuzzy Logic
10. Efficient Biological Data Acquisition through Inference Set Design
    2024/10/25 by Ihor Neporozhnii, Neporozhnii, Ihor, Julien Le Roy +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · #Gene expression and cancer classification #Bioinformatics and Genomic Networks #Machine Learning in Bioinformatics