Publications

Also on Google Scholar.

1. Optimal Control of the Future via Prospective Foraging
   Yuxin Bai, Aranyak Acharyya, Ashwin De Silva, Zeyu Shen, James Hasset, Joshua T. Vogelstein
   L4DC 2026
2. Prospective Learning in Retrospect
   Yuxin Bai, Cecelia Shuai, Ashwin De Silva, Siyu Yu, Pratik Chaudhari, Joshua Vogelstein
   AGI 2025
3. Simple Calibration via Geodesic Kernels
   Jayanta Dey, Haoyin Xu, Ashwin De Silva, Joshua T. Vogelstein
   TMLR 2025 [pdf]
4. Prospective Learning: Learning for a Dynamic Future
   Ashwin De Silva, Rahul Ramesh, Rubing Yang, Siyu Yu, Pratik Chaudhari, Joshua T. Vogelstein
   NeurIPS 2024 [pdf]
5. Approximately Optimal Domain Adaptation with Fisher's Linear Discriminant
   Hayden Helm, Ashwin De Silva, Joshua T. Vogelstein, Carey E. Priebe, Weiwei Yang
   Mathematics 12(5):746, 2024 [paper]
6. Prospective Learning: Principled Exploration to the Future
   Ashwin De Silva, Rahul Ramesh, Pratik Chaudhari, Joshua T. Vogelstein
   CoLLAs 2023
7. The Value of Out-of-Distribution Data
   Ashwin De Silva, Rahul Ramesh, Carey E. Priebe, Pratik Chaudhari, Joshua T. Vogelstein
   ICML 2023 [pdf]
8. Towards Accurate Cross-Domain In-Bed Human Pose Estimation
   Mohamed Afham, Udith Haputhanthri, Jathurshan Pradeepkumar, Mithunjha Anandakumar, Ashwin De Silva, Chamira U.S. Edussooriya
   ICASSP 2022
9. A Joint Convolutional and Spatial Quad-Directional LSTM Network for Phase Unwrapping
   Malsha V. Perera, Ashwin De Silva
   ICASSP 2021 [pdf]
10. A Thickness Sensitive Vessel Extraction Framework for Retinal and Conjunctival Vascular Tortuosity Analysis
    Ashwin De Silva, Malsha V. Perera, Navodini Wijethilake, Saroj Jayasinghe, Nuwan D. Nanayakkara, Anjula De Silva
    arXiv preprint, 2021
11. Low-cost Active Dry-contact Surface EMG Sensor for Bionic Arms
    Asma M. Naim, Kithmin Wickramasinghe, Ashwin De Silva, Malsha V. Perera, Thilina Dulantha Lalitharatne, Simon L. Kappel
    IEEE SMC 2020
12. Real-time Hand Gesture Recognition Using Temporal Muscle Activation Maps of Multi-channel sEMG Signals
    Ashwin De Silva, Malsha V. Perera, Kithmin Wickramasinghe, Asma M. Naim, Thilina Dulantha Lalitharatne, Simon L. Kappel
    ICASSP 2020 [pdf]