Ashwin De Silva

According to our database, Ashwin De Silva authored at least 12 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Optimal Control of the Future via Prospective Foraging.

Yuxin Bai, Aranyak Acharyya, Ashwin De Silva, Zeyu Shen, James Hassett, Joshua T. Vogelstein

CoRR, November, 2025

Simple Calibration via Geodesic Kernels.

Jayanta Dey, Haoyin Xu, Ashwin De Silva, Joshua T. Vogelstein

Trans. Mach. Learn. Res., 2025

Prospective Learning in Retrospect.

Yuxin Bai, Cecelia Shuai, Ashwin De Silva, Siyu Yu, Pratik Chaudhari, Joshua T. Vogelstein

Proceedings of the Artificial General Intelligence - 18th International Conference, 2025

2024

Prospective Learning: Learning for a Dynamic Future.

Ashwin De Silva, Rahul Ramesh, Rubing Yang, Siyu Yu, Joshua T. Vogelstein, Pratik Chaudhari

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Approximately optimal domain adaptation with Fisher's Linear Discriminant Analysis.

Hayden S. Helm, Weiwei Yang, Ashwin De Silva, Joshua T. Vogelstein, Carey E. Priebe

CoRR, 2023

The Value of Out-of-Distribution Data.

Ashwin De Silva, Rahul Ramesh, Carey E. Priebe, Pratik Chaudhari, Joshua T. Vogelstein

Proceedings of the International Conference on Machine Learning, 2023

Prospective Learning: Principled Extrapolation to the Future.

Ashwin De Silva, Rahul Ramesh, Lyle H. Ungar, Marshall G. Hussain Shuler, Noah J. Cowan, Michael L. Platt, Chen Li, Leyla Isik, Seung-Eon Roh, Adam S. Charles, Archana Venkataraman, Brian Caffo, Javier J. How, Justus M. Kebschull, John W. Krakauer, Maxim Bichuch, Kaleab Alemayehu Kinfu, Eva Yezerets, Dinesh Jayaraman, Jong M. Shin, Soledad Villar, Ian Phillips, Carey E. Priebe, Thomas Hartung, Michael I. Miller, Jayanta Dey, Ningyuan Huang, Eric Eaton, Ralph Etienne-Cummings, Elizabeth L. Ogburn, Randal C. Burns, Onyema Osuagwu, Brett Mensh, Alysson R. Muotri, Julia Brown, Chris White, Weiwei Yang, Andrei A. Rusu, Timothy D. Verstynen, Konrad P. Kording, Pratik Chaudhari, Joshua T. Vogelstein

Proceedings of the Conference on Lifelong Learning Agents, 2023

2022

Out-of-distribution Detection Using Kernel Density Polytopes.

Jayanta Dey, Ashwin De Silva, Will LeVine, Jong M. Shin, Haoyin Xu, Ali Geisa, Tiffany Chu, Leyla Isik, Joshua T. Vogelstein

CoRR, 2022

Towards Accurate Cross-Domain in-Bed Human Pose Estimation.

Mohamed Afham, Udith Haputhanthri, Jathurshan Pradeepkumar, Mithunjha Anandakumar, Ashwin De Silva, Chamira U. S. Edussooriya

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

A Joint Convolutional and Spatial Quad-Directional LSTM Network for Phase Unwrapping.

Malsha V. Perera, Ashwin De Silva

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

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 Lind Kappel

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

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 Lind Kappel

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020