Kamala Varma

PhD student, University of Maryland, College Park

Joined

September 2022

Names

Kamala Varma (Preferred)

Emails

****@umd.edu (Confirmed)

****@vanderbilt.edu (Confirmed)

Personal Links

Career & Education History

PhD student

University of Maryland, College Park (umd.edu)

2020 – Present

Undergrad student

Vanderbilt University (vanderbilt.edu)

2016 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Tudor Dumitraș

2022 – 2024

Expertise

No areas of expertise listed

Publications

FLAME: Reducing Computation in Federated Learning via Sample-Adaptive Multi-Exit Training
Kamala Varma, Tudor Dumitras
- Submitted to ICLR 2026
- Readers: Everyone
Once-for-All Federated Learning: Learning From and Deploying to Heterogeneous Clients
Kamala Varma, Enmao Diao, Tanya Roosta, Jie Ding, Tao Zhang
- Published: 25 Jun 2023, Last Modified: 20 Jul 2023
- FL4Data-Mining Poster
- Readers: Everyone
Dealing with Byzantine Threats to Neural Networks
Yi Zhou, Nathalie Baracaldo, Ali Anwar, Kamala Varma
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- Federated Learning 2022
- Readers: Everyone
LEGATO: A LayerwisE Gradient AggregaTiOn Algorithm for Mitigating Byzantine Attacks in Federated Learning
Kamala Varma, Yi Zhou, Nathalie Baracaldo, Ali Anwar
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- CoRR 2021
- Readers: Everyone
LEGATO: A LayerwisE Gradient AggregaTiOn Algorithm for Mitigating Byzantine Attacks in Federated Learning
Kamala Varma, Yi Zhou, Nathalie Baracaldo, Ali Anwar
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- CLOUD 2021
- Readers: Everyone
Region Radio: An AI that Finds and Tells Stories about Places
Douglas H. Fisher, Emily Markert, Abigail Roberts, Kamala Varma
- Published: 01 Jan 2019, Last Modified: 12 May 2023
- ICCC 2019
- Readers: Everyone
Assessing the Relevance of Eye Gaze Patterns During Collision Avoidance in Virtual Reality
Kamala Varma, Stephen J. Guy, Victoria Interrante
- Published: 01 Jan 2017, Last Modified: 12 May 2023
- ICAT-EGVE 2017
- Readers: Everyone

Kamala Varma

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

FLAME: Reducing Computation in Federated Learning via Sample-Adaptive Multi-Exit Training

Once-for-All Federated Learning: Learning From and Deploying to Heterogeneous Clients

Dealing with Byzantine Threats to Neural Networks

LEGATO: A LayerwisE Gradient AggregaTiOn Algorithm for Mitigating Byzantine Attacks in Federated Learning

LEGATO: A LayerwisE Gradient AggregaTiOn Algorithm for Mitigating Byzantine Attacks in Federated Learning

Region Radio: An AI that Finds and Tells Stories about Places

Assessing the Relevance of Eye Gaze Patterns During Collision Avoidance in Virtual Reality

Co-Authors