PPaperPicks

Jana Doppa

Washington State University, Pullman, WA, USA

16 papers at tracked venues · 12 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3848-5301 ↗Homepage ↗

Venues

AAAI ×7IJCAI ×3NeurIPS ×3ICML ×2UAI ×1

Frequent coauthors

Aryan Deshwal
×7
Yassine Chemingui
×4
Azza Fadhel
×3
Trong Nghia Hoang
×3
Yan Yan
×3
Syrine Belakaria
×3
Chibuike E. Ugwu
×2
Minh Hoang
×2
Hooman Shahrokhi
×2
Alan Fern
×2
Yuanjie Shi
×2
Dina Hussein
×2

Papers

  1. Clinician-in-the-Loop Smart Home System to Detect Urinary Tract Infection Flare-Ups via Uncertainty-Aware Decision Support
    AAAI 2026 ·
    Chibuike E. Ugwu
    ,
    Roschelle Fritz
    ,
    Diane J. Cook
    , Jana Doppa
  2. Discovery of Feasible 3D Printing Configurations for Metal Alloys via AI-Driven Adaptive Experimental Design
    AAAI 2026 ·
    Azza Fadhel
    ,
    Nathaniel W. Zuckschwerdt
    ,
    Aryan Deshwal
    ,
    Susmita Bose
    ,
    Amit Bandyopadhyay
    , Jana Doppa
  3. Nanoporous Materials Discovery via Search Bias-Guided Surrogate Modeling
    AAAI 2026 ·
    Azza Fadhel
    ,
    Yassine Chemingui
    ,
    Minh Hoang
    ,
    Aryan Deshwal
    ,
    Trong Nghia Hoang
    , Jana Doppa
  4. Conformal Prediction Sets for Deep Generative Models via Reduction to Conformal Regression
    UAI 2025 ·
    Hooman Shahrokhi
    ,
    Devjeet Raj Roy
    ,
    Yan Yan
    ,
    Venera Arnaoudova
    , Jana Doppa
  5. Constraint-Adaptive Policy Switching for Offline Safe Reinforcement Learning
    AAAI 2025 ·
    Yassine Chemingui
    ,
    Aryan Deshwal
    ,
    Honghao Wei
    ,
    Alan Fern
    , Jana Doppa
  6. Direct Prediction Set Minimization via Bilevel Conformal Classifier Training
    ICML 2025 ·
    Yuanjie Shi
    ,
    Hooman Shahrokhi
    ,
    Xuesong Jia
    ,
    Xiongzhi Chen
    , Jana Doppa,
    Yan Yan
  7. Online Optimization for Offline Safe Reinforcement Learning
    NeurIPS 2025 ·
    Yassine Chemingui
    ,
    Aryan Deshwal
    ,
    Alan Fern
    ,
    Thanh Nguyen-Tang
    , Jana Doppa
  8. Sustainable Wearables for Health Applications and Beyond via Uncertainty-Aware Energy Management
    IJCAI 2025 ·
    Dina Hussein
    ,
    Chibuike E. Ugwu
    ,
    Ganapati Bhat
    , Janardhan Rao Doppa
  9. Active Learning for Derivative-Based Global Sensitivity Analysis with Gaussian Processes
    NeurIPS 2024 ·
    Syrine Belakaria
    ,
    Ben Letham
    , Jana Doppa,
    Barbara Engelhardt
    ,
    Stefano Ermon
    ,
    Eytan Bakshy
  10. Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration
    NeurIPS 2024 ·
    Yuanjie Shi
    ,
    Subhankar Ghosh
    ,
    Taha Belkhouja
    , Jana Doppa,
    Yan Yan
  11. Energy-Efficient Missing Data Imputation in Wearable Health Applications: A Classifier-aware Statistical Approach
    IJCAI 2024 ·
    Dina Hussein
    ,
    Taha Belkhouja
    ,
    Ganapati Bhat
    , Janardhan Rao Doppa
  12. Learning Surrogates for Offline Black-Box Optimization via Gradient Matching
    ICML 2024 ·
    Minh Hoang
    ,
    Azza Fadhel
    ,
    Aryan Deshwal
    , Jana Doppa,
    Trong Nghia Hoang
  13. Offline Model-Based Optimization via Policy-Guided Gradient Search
    AAAI 2024 ·
    Yassine Chemingui
    ,
    Aryan Deshwal
    ,
    Trong Nghia Hoang
    , Janardhan Rao Doppa
  14. Pareto Front-Diverse Batch Multi-Objective Bayesian Optimization
    AAAI 2024 ·
    Alaleh Ahmadianshalchi
    ,
    Syrine Belakaria
    , Janardhan Rao Doppa
  15. Preference-Aware Constrained Multi-Objective Bayesian Optimization (Student Abstract)
    AAAI 2024 ·
    Alaleh Ahmadianshalchi
    ,
    Syrine Belakaria
    , Janardhan Rao Doppa
  16. Streamflow Prediction with Uncertainty Quantification for Water Management: A Constrained Reasoning and Learning Approach
    IJCAI 2024 ·
    Mohammed Amine Gharsallaoui
    ,
    Bhupinderjeet Singh
    ,
    Supriya Savalkar
    ,
    Aryan Deshwal
    ,
    Ananth Kalyanaraman
    ,
    Kirti Rajagopalan
    , Janardhan Rao Doppa