publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2024

  1. Identifying data-driven subtypes of major depressive disorder with electronic health records
    Abhishek Sharma, Pilar F Verhaak, Thomas H McCoy, and 2 more authors
    Journal of Affective Disorders, 2024
    PDF
  2. Heterogeneity in Antidepressant Treatment and Major Depressive Disorder Outcomes Among Clinicians
    Sarah Rathnam, Kamber L Hart, Abhishek Sharma, and 4 more authors
    JAMA psychiatry, 2024
    PDF
  3. Association between prescriber practices and major depression treatment outcomes
    Sarah Rathnam, Abhishek Sharma, Kamber L Hart, and 4 more authors
    Journal of Mood & Anxiety Disorders, 2024
    PDF
  4. Task-Relevant Feature Selection with Prediction Focused Mixture Models
    Abhishek Sharma, Catherine Zeng, Sanjana Narayanan, and 3 more authors
    Transactions on Machine Learning Research, 2024
    PDF
  5. Decision-Focused Model-based Reinforcement Learning for Reward Transfer
    Abhishek Sharma, Sonali Parbhoo, Omer Gottesman, and 1 more author
    In Machine Learning for Healthcare 2024, 2024
    PDF
  6. Decision-Point Guided Safe Policy Improvement
    Abhishek Sharma, Leo Benac, Sonali Parbhoo, and 1 more author
    2024
    PDF

2023

  1. Multimodal N-of-1 trials: A Novel Personalized Healthcare Design
    Jingjing Fu, Shuheng Liu, Siqi Du, and 5 more authors
    arXiv preprint arXiv:2302.07547, 2023
    PDF
  2. Travel-time prediction using neural-network-based mixture models
    Abhishek Sharma, Jing Zhang, Daniel Nikovski, and 1 more author
    Procedia Computer Science, 2023
    PDF

2022

  1. A Joint Learning Approach for Semi-supervised Neural Topic Modeling
    Jeffrey Chiu, Rajat Mittal, Neehal Tumma, and 2 more authors
    In Proceedings of the Sixth Workshop on Structured Prediction for NLP, 2022
    HTML PDF

2019

  1. Rate of Change Analysis for Interestingness Measures
    Nandan Sudarsanam, Nishanth Kumar, Abhishek Sharma, and 1 more author
    Knowledge and Information Systems, 2019
    PDF
  2. Generative Sequential Stochastic Model for Marked Point Processes
    Abhishek Sharma, Aritra Ghosh, and Madalina Fiterau
    In Time Series Workshop, ICML 2019, 2019
    PDF
  3. Reinforcement learning with spiking coagents
    Sneha Aenugu, Abhishek Sharma, Sasikiran Yelamarthi, and 3 more authors
    arXiv preprint arXiv:1910.06489, 2019
    PDF