Don Kurian Dennis

According to our database, Don Kurian Dennis authored at least 9 papers between 2017 and 2024.

Collaborative distances:

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

2024

Revisiting Cascaded Ensembles for Efficient Inference.

Steven Kolawole, Don Kurian Dennis, Ameet Talwalkar, Virginia Smith

CoRR, 2024

2023

Progressive Knowledge Distillation: Building Ensembles for Efficient Inference.

Don Kurian Dennis, Abhishek Shetty, Anish Sevekari, Kazuhito Koishida, Virginia Smith

CoRR, 2023

Progressive Ensemble Distillation: Building Ensembles for Efficient Inference.

Don Kurian Dennis, Abhishek Shetty, Anish Prasad Sevekari, Kazuhito Koishida, Virginia Smith

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Bitrate-Constrained DRO: Beyond Worst Case Robustness To Unknown Group Shifts.

Amrith Setlur, Don Kurian Dennis, Benjamin Eysenbach, Aditi Raghunathan, Chelsea Finn, Virginia Smith, Sergey Levine

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021

Heterogeneity for the Win: One-Shot Federated Clustering.

Don Kurian Dennis, Tian Li, Virginia Smith

Proceedings of the 38th International Conference on Machine Learning, 2021

2019

GesturePod: Enabling On-device Gesture-based Interaction for White Cane Users.

Shishir G. Patil, Don Kurian Dennis, Chirag Pabbaraju, Nadeem Shaheer, Harsha Vardhan Simhadri, Vivek Seshadri, Manik Varma, Prateek Jain

Proceedings of the 32nd Annual ACM Symposium on User Interface Software and Technology, 2019

Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices.

Don Kurian Dennis, Durmus Alp Emre Acar, Vikram Mandikal, Vinu Sankar Sadasivan, Venkatesh Saligrama, Harsha Vardhan Simhadri, Prateek Jain

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices.

Don Kurian Dennis, Chirag Pabbaraju, Harsha Vardhan Simhadri, Prateek Jain

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Single cycle RISC-V micro architecture processor and its FPGA prototype.

Don Kurian Dennis, Ayushi Priyam, Sukhpreet Singh Virk, Sajal Agrawal, Tanuj Sharma, Arijit Mondal, Kailash Chandra Ray

Proceedings of the 7th International Symposium on Embedded Computing and System Design, 2017