Janardhan Rao Doppa

1. CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial Learning
   2021/09/30 by Garrett Wilson, Wilson, Garrett, Janardhan Rao Doppa +3 · 4 citations
   Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gait Recognition and Analysis #Machine Learning (cs.LG)
2. A Heterogeneous Chiplet Architecture for Accelerating End-to-End Transformer Models
   2023/12/18 by Harsh Sharma, Pratyush Dhingra, Sharma, Harsh +7 · 5 citations
   Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Interconnection Networks and Systems
3. Output Space Search for Structured Prediction
   2012/06/27 by Janardhan Rao Doppa, Doppa, Janardhan Rao, Alan Fern +3 · 1 citation
   Computer Science · #Machine Learning and Data Classification #Topic Modeling #Time Series Analysis and Forecasting
4. Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration
   2024/06/10 by Yuanjie Shi, Shi, Yuanjie, Subhankar Ghosh +7 · 3 citations
   Computer Science · #Machine Learning and Data Classification #Imbalanced Data Classification Techniques #Face and Expression Recognition
5. MFIT: Multi-Fidelity Thermal Modeling for 2.5D and 3D Multi-Chiplet Architectures
   2024/10/11 by Lukas Pfromm, Pfromm, Lukas, Alish Kanani +15 · 5 citations
   Engineering · Materials Science · #3D IC and TSV technologies #Electronic Packaging and Soldering Technologies #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Thermal properties of materials
6. Offline Model-Based Optimization via Policy-Guided Gradient Search
   2024/05/08 by Yassine Chemingui, Aryan Deshwal, Chemingui, Yassine +5 · 2 citations
   Engineering · Computer Science · #Advanced Control Systems Optimization #Reinforcement Learning in Robotics
7. Direct Prediction Set Minimization via Bilevel Conformal Classifier Training
   2025/06/07 by Yuanjie Shi, Hooman Shahrokhi, Shi, Yuanjie +9 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
8. Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures
   2025/01/16 by Pratyush Dhingra, Janardhan Rao Doppa, Dhingra, Pratyush +3 · 1 citation
   Engineering · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Plasma Diagnostics and Applications
9. ThAME: 3D Memory-Enabled Heterogeneous Accelerator for LLM Mixture of Experts
   2026/07/19 by Pratyush Dhingra, Pramit Kumar Pal, Janardhan Rao Doppa +1
   #cs.AR #cs.AI #cs.DC
10. ADEPT: Architecture-Driven Energy-Efficient CNN Fine-Tuning on PIM Accelerators
    2026/07/19 by Pratyush Dhingra, Vibhanshu Sharma, Janardhan Rao Doppa +1
    #cs.AR #cs.ET