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1
Interpretable Algorithms for Data Integration: Adaptivity, Contamination, High-Dimensionality, and Privacy Constraints
Interpretable Algorithms for Data Integration: Adaptivity, Contamination, High-Dimensionality, and Privacy Constraints
Tian, Ye. | Columbia University | 2025
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2
Causal Inference in Complex Observational Settings With Applications to Electronic Health Record Data
Causal Inference in Complex Observational Settings With Applications to Electronic Health Record Data
Xu, Daniel. | Harvard University | 2025
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3
Statistical Learning and Optimization Under Distribution Shift
Statistical Learning and Optimization Under Distribution Shift
Zhao, Boxin. | The University of Chicago | 2025
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4
Learning Low-Dimensional Structures in High Dimensions
Learning Low-Dimensional Structures in High Dimensions
Song, Yanke. | Harvard University | 2025
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5
Predicting and Regulating Gene Expression Using Sequence-Based Deep Learning Models
Predicting and Regulating Gene Expression Using Sequence-Based Deep Learning Models
Reddy, Aniketh Janardhan. | University of California, Berkeley | 2025
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6
Deep Learning Frameworks for Accelerating Catalyst Simulations
Deep Learning Frameworks for Accelerating Catalyst Simulations
Kolluru, Adeesh. | Carnegie Mellon University | 2024
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7
DNA Methylation Based Biomarkers, Imputation, and Prediction Algorithms
DNA Methylation Based Biomarkers, Imputation, and Prediction Algorithms
McGreevy, Kristen. | University of California, Los Angeles | 2024
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8
Leveraging Cross-Task Transfer in Sequential Decision Problems
Leveraging Cross-Task Transfer in Sequential Decision Problems
Zentner, K. R. | University of Southern California | 2024
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9
Towards Efficient Federated Learning: Overcoming Challenges in Communication, Heterogeneity, and Data Scarcity
Towards Efficient Federated Learning: Overcoming Challenges in Communication, Heterogeneity, and Data Scarcity
Singh, Navjot. | University of California, Los Angeles | 2024
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10
Knowledge Transfer in Vision Tasks with Incomplete Data
Knowledge Transfer in Vision Tasks with Incomplete Data
Li, Zhizhong. | University of Illinois at Urbana-Champaign | 2020
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