Rishabh Dixit

According to our database, Rishabh Dixit authored at least 11 papers between 2015 and 2025.

Collaborative distances:

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

2025

RESIST: Resilient Decentralized Learning Using Consensus Gradient Descent.

Cheng Fang, Rishabh Dixit, Waheed U. Bajwa, Mert Gürbüzbalaban

CoRR, February, 2025

2023

Boundary Conditions for Linear Exit Time Gradient Trajectories Around Saddle Points: Analysis and Algorithm.

Rishabh Dixit, Mert Gürbüzbalaban, Waheed U. Bajwa

IEEE Trans. Inf. Theory, April, 2023

Accelerated gradient methods for nonconvex optimization: Escape trajectories from strict saddle points and convergence to local minima.

Rishabh Dixit, Mert Gürbüzbalaban, Waheed U. Bajwa

CoRR, 2023

2021

Online Learning Over Dynamic Graphs via Distributed Proximal Gradient Algorithm.

Rishabh Dixit, Amrit Singh Bedi, Ketan Rajawat

IEEE Trans. Autom. Control., 2021

Boundary Conditions for Linear Exit Time Gradient Trajectories Around Saddle Points: Analysis and Algorithm.

Rishabh Dixit, Waheed U. Bajwa

CoRR, 2021

2020

Exit Time Analysis for Approximations of Gradient Descent Trajectories Around Saddle Points.

Rishabh Dixit, Waheed U. Bajwa

CoRR, 2020

2019

Online Learning With Inexact Proximal Online Gradient Descent Algorithms.

Rishabh Dixit, Amrit Singh Bedi, Ruchi Tripathi, Ketan Rajawat

IEEE Trans. Signal Process., 2019

Distributed Online Learning over Time-varying Graphs via Proximal Gradient Descent.

Rishabh Dixit, Amrit Singh Bedi, Ketan Rajawat, Alec Koppel

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

2018

Time Varying optimization via Inexact Proximal Online Gradient Descent.

Rishabh Dixit, Amrit Singh Bedi, Ruchi Tripathi, Ketan Rajawat

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Second order cone programming based localization method for Internet of Things.

Sudhir Kumar, Rishabh Dixit, Rajesh M. Hegde

Proceedings of the 4th International Conference on Control, 2017

2015

Second Order Cone Programming for Sensor Node Localization in Mixed LOS/NLOS Conditions.

Sudhir Kumar, Rishabh Dixit, Rajesh M. Hegde

CoRR, 2015