Jana Doppa
9 papers · 2021–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer
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Cross-Pollinator
(14)
Conferences
AAAI (4)
ICML (2)
UAI (2)
NIPS (1)
Top co-authors
Keywords
conformal prediction
(2)
surrogate model
(2)
bayesian optimization
(2)
policy optimization
(1)
bayesian inference
(1)
uncertainty quantification
(1)
adaptive experimental design
(1)
constraint satisfaction
(1)
parameter optimization
(1)
safe reinforcement learning
(1)
prediction set
(1)
latent space
(1)
probabilistic robustness
(1)
predictive model
(1)
materials discovery
(1)
surrogate modeling
(1)
reward optimization
(1)
smart home
(1)
policy switching
(1)
reward cost trade-off
(1)
Papers
Discovery of Feasible 3D Printing Configurations for Metal Alloys via AI-Driven Adaptive Experimental Design
AAAI 2026
Clinician-in-the-Loop Smart Home System to Detect Urinary Tract Infection Flare-Ups via Uncertainty-Aware Decision Support
AAAI 2026
Nanoporous Materials Discovery via Search Bias-Guided Surrogate Modeling
AAAI 2026
Direct Prediction Set Minimization via Bilevel Conformal Classifier Training
ICML 2025
Constraint-Adaptive Policy Switching for Offline Safe Reinforcement Learning
AAAI 2025
Conformal Prediction Sets for Deep Generative Models via Reduction to Conformal Regression
UAI 2025
Learning Surrogates for Offline Black-Box Optimization via Gradient Matching
ICML 2024
Probabilistically robust conformal prediction
UAI 2023
Combining Latent Space and Structured Kernels for Bayesian Optimization over Combinatorial Spaces
NIPS 2021