Rishabh Dixit

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 10

Top Topics

Online Learning

Online Convex Optimization

Boundary Conditions

Top Venues

IEEE Trans. Inf. Theory

Publications

Rishabh Dixit, Mert Gürbüzbalaban, Waheed U. Bajwa
Accelerated gradient methods for nonconvex optimization: Escape trajectories from strict saddle points and convergence to local minima. CoRR (2023)
Rishabh Dixit, Mert Gürbüzbalaban, Waheed U. Bajwa
Boundary Conditions for Linear Exit Time Gradient Trajectories Around Saddle Points: Analysis and Algorithm. IEEE Trans. Inf. Theory 69 (4) (2023)
Rishabh Dixit, Waheed U. Bajwa
Boundary Conditions for Linear Exit Time Gradient Trajectories Around Saddle Points: Analysis and Algorithm. CoRR (2021)
Rishabh Dixit, Amrit Singh Bedi, Ketan Rajawat
Online Learning Over Dynamic Graphs via Distributed Proximal Gradient Algorithm. IEEE Trans. Autom. Control. 66 (11) (2021)
Rishabh Dixit, Waheed U. Bajwa
Exit Time Analysis for Approximations of Gradient Descent Trajectories Around Saddle Points. CoRR (2020)
Rishabh Dixit, Amrit Singh Bedi, Ruchi Tripathi, Ketan Rajawat
Online Learning With Inexact Proximal Online Gradient Descent Algorithms. IEEE Trans. Signal Process. 67 (5) (2019)
Rishabh Dixit, Amrit Singh Bedi, Ketan Rajawat
Online Learning over Dynamic Graphs via Distributed Proximal Gradient Algorithm. CoRR (2019)
Rishabh Dixit, Amrit Singh Bedi, Ketan Rajawat, Alec Koppel
Distributed Online Learning over Time-varying Graphs via Proximal Gradient Descent. CDC (2019)
Rishabh Dixit, Amrit Singh Bedi, Ruchi Tripathi, Ketan Rajawat
Time Varying optimization via Inexact Proximal Online Gradient Descent. ACSSC (2018)
Sudhir Kumar, Rishabh Dixit, Rajesh M. Hegde
Second order cone programming based localization method for Internet of Things. CoDIT (2017)
Sudhir Kumar, Rishabh Dixit, Rajesh M. Hegde
Second Order Cone Programming for Sensor Node Localization in Mixed LOS/NLOS Conditions. CoRR (2015)