Jana Doppa

21 papers A* 8A 3Misc 1Journal 9
YearRankTypeTitle / Venue / Authors
2026 A* conf
Clinician-in-the-Loop Smart Home System to Detect Urinary Tract Infection Flare-Ups via Uncertainty-Aware Decision Support.
AAAI
Chibuike E. Ugwu, Roschelle Fritz, Diane J. Cook, Jana Doppa
2026 A* conf
Discovery of Feasible 3D Printing Configurations for Metal Alloys via AI-Driven Adaptive Experimental Design.
AAAI
Azza Fadhel, Nathaniel W. Zuckschwerdt, Aryan Deshwal, Susmita Bose, Amit Bandyopadhyay, Jana Doppa
2026 J jnl
Discovery of Feasible 3D Printing Configurations for Metal Alloys via AI-driven Adaptive Experimental Design.
CoRR
Azza Fadhel, Nathaniel W. Zuckschwerdt, Aryan Deshwal, Susmita Bose, Amit Bandyopadhyay, Jana Doppa
2026 A* conf
Nanoporous Materials Discovery via Search Bias-Guided Surrogate Modeling.
AAAI
Azza Fadhel, Yassine Chemingui, Minh Hoang, Aryan Deshwal, Trong Nghia Hoang, Jana Doppa
2025 J jnl
A Heterogeneous Chiplet Architecture for Accelerating End-to-End Transformer Models.
ACM Trans. Design Autom. Electr. Syst.
Harsh Sharma, Pratyush Dhingra, Jana Doppa, Ümit Y. Ogras, Partha Pratim Pande
2025 A conf
Conformal Prediction Sets for Deep Generative Models via Reduction to Conformal Regression.
UAI
Hooman Shahrokhi, Devjeet Raj Roy, Yan Yan, Venera Arnaoudova, Jana Doppa
2025 A* conf
Constraint-Adaptive Policy Switching for Offline Safe Reinforcement Learning.
AAAI
Yassine Chemingui, Aryan Deshwal, Honghao Wei, Alan Fern, Jana Doppa
2025 J jnl
Designing High-Performance and Thermally Feasible Multi-Chiplet Architectures Enabled by Non-Bendable Glass Interposer.
ACM Trans. Embed. Comput. Syst.
Harsh Sharma, Jana Doppa, Ümit Y. Ogras, Partha Pande
2025 A* conf
Direct Prediction Set Minimization via Bilevel Conformal Classifier Training.
ICML
Yuanjie Shi, Hooman Shahrokhi, Xuesong Jia, Xiongzhi Chen, Jana Doppa, Yan Yan
2025 J jnl
ERGo: Energy-Efficient Hybrid Graph Neural Network Training on Processing-in-Memory Architectures.
ACM Trans. Embed. Comput. Syst.
Pratyush Dhingra, Chibuike E. Ugwu, Jana Doppa, Partha Pande
2025 J jnl
Non-Myopic Multi-Objective Bayesian Optimization.
Trans. Mach. Learn. Res.
Syrine Belakaria, Alaleh Ahmadianshalchi, Barbara E. Engelhardt, Stefano Ermon, Jana Doppa
2025 J jnl
Sensor-Aware Data Imputation for Time-Series Machine Learning on Low-Power Wearable Devices.
ACM Trans. Design Autom. Electr. Syst.
Dina Hussein, Taha Belkhouja, Ganapati Bhat, Jana Doppa
2025 J jnl
THERMOS: Thermally-Aware Multi-Objective Scheduling of AI Workloads on Heterogeneous Multi-Chiplet PIM Architectures.
ACM Trans. Embed. Comput. Syst.
Alish Kanani, Lukas Pfromm, Harsh Sharma, Jana Doppa, Partha Pande, Ümit Y. Ogras
2024 A* conf
Active Learning for Derivative-Based Global Sensitivity Analysis with Gaussian Processes.
NeurIPS
Syrine Belakaria, Ben Letham, Jana Doppa, Barbara Engelhardt, Stefano Ermon, Eytan Bakshy
2024 A* conf
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration.
NeurIPS
Yuanjie Shi, Subhankar Ghosh, Taha Belkhouja, Jana Doppa, Yan Yan
2024 J jnl
Data Pruning-enabled High Performance and Reliable Graph Neural Network Training on ReRAM-based Processing-in-Memory Accelerators.
ACM Trans. Design Autom. Electr. Syst.
Chukwufumnanya Ogbogu, Biresh Kumar Joardar, Krishnendu Chakrabarty, Jana Doppa, Partha Pratim Pande
2024 A conf
HeTraX: Energy Efficient 3D Heterogeneous Manycore Architecture for Transformer Acceleration.
ISLPED
Pratyush Dhingra, Jana Doppa, Partha Pratim Pande
2024 A* conf
Learning Surrogates for Offline Black-Box Optimization via Gradient Matching.
ICML
Minh Hoang, Azza Fadhel, Aryan Deshwal, Jana Doppa, Trong Nghia Hoang
2023 Misc ed.
International Conference on Compilers, Architecture, and Synthesis for Embedded Systems, CASES 2023, Hamburg, Germany, September 17-22, 2023
CASES
Jana Doppa, Swarup Bhunia
2023 A conf
Probabilistically robust conformal prediction.
UAI
Subhankar Ghosh, Yuanjie Shi, Taha Belkhouja, Yan Yan, Jana Doppa, Brian Jones
2023 J jnl
Probabilistically robust conformal prediction.
CoRR
Subhankar Ghosh, Yuanjie Shi, Taha Belkhouja, Yan Yan, Jana Doppa, Brian Jones