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

Yassine Chemingui
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Azza Fadhel
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×2
Yuanjie Shi
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Dina Hussein
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Alaleh Ahmadianshalchi
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×2
Chibuike E. Ugwu
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×1
Hooman Shahrokhi
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×1
Syrine Belakaria
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×1
Minh Hoang
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×1
Mohammed Amine Gharsallaoui
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×1

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
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  2. Discovery of Feasible 3D Printing Configurations for Metal Alloys via AI-Driven Adaptive Experimental Design
    AAAI 2026 ·
    Azza Fadhel
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  3. Nanoporous Materials Discovery via Search Bias-Guided Surrogate Modeling
    AAAI 2026 ·
    Azza Fadhel
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  4. Conformal Prediction Sets for Deep Generative Models via Reduction to Conformal Regression
    UAI 2025 ·
    Hooman Shahrokhi
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  5. Constraint-Adaptive Policy Switching for Offline Safe Reinforcement Learning
    AAAI 2025 ·
    Yassine Chemingui
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  6. Direct Prediction Set Minimization via Bilevel Conformal Classifier Training
    ICML 2025 ·
    Yuanjie Shi
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  7. Online Optimization for Offline Safe Reinforcement Learning
    NeurIPS 2025 ·
    Yassine Chemingui
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  8. Sustainable Wearables for Health Applications and Beyond via Uncertainty-Aware Energy Management
    IJCAI 2025 ·
    Dina Hussein
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  9. Active Learning for Derivative-Based Global Sensitivity Analysis with Gaussian Processes
    NeurIPS 2024 ·
    Syrine Belakaria
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  10. Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration
    NeurIPS 2024 ·
    Yuanjie Shi
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  11. Energy-Efficient Missing Data Imputation in Wearable Health Applications: A Classifier-aware Statistical Approach
    IJCAI 2024 ·
    Dina Hussein
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  12. Learning Surrogates for Offline Black-Box Optimization via Gradient Matching
    ICML 2024 ·
    Minh Hoang
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  13. Offline Model-Based Optimization via Policy-Guided Gradient Search
    AAAI 2024 ·
    Yassine Chemingui
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  14. Pareto Front-Diverse Batch Multi-Objective Bayesian Optimization
    AAAI 2024 ·
    Alaleh Ahmadianshalchi
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  15. Preference-Aware Constrained Multi-Objective Bayesian Optimization (Student Abstract)
    AAAI 2024 ·
    Alaleh Ahmadianshalchi
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  16. Streamflow Prediction with Uncertainty Quantification for Water Management: A Constrained Reasoning and Learning Approach
    IJCAI 2024 ·
    Mohammed Amine Gharsallaoui
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