Synthetic Tabular Data: Methods, Attacks and Defenses
Graham Cormode, Samuel Maddock, Enayat Ullah, Shripad Gade
[Tutorial] ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2025
[Tutorial] Internation Conference on Very Large Data Bases (VLDB), 2025
pdf | link | Tutorial Webpage
Leveraging Vertical Public-Private Split for Improved Synthetic Data Generation
Samuel Maddock, Shripad Gade, Graham Cormode, Will Bullock
[Spotlight] Synthetic Data x Data Access Problem Workshop, ICLR, 2025
pdf | link | arXiv
Preserving Statistical Privacy in Distributed Optimization
Nirupam Gupta, Shripad Gade, Nikhil Chopra, Nitin H. Vaidya
IEEE Control Systems Letters, Vol. 5 No. 3, 2021
pdf | link | arXiv
On Privatizing Equilibrium Computation in Aggregate Games over Networks
Shripad Gade, Anna Winnicki, Subhonmesh Bose
IFAC World Congress, 2020
pdf | link | arXiv
Toward Resilient Multi-Agent Actor-Critic Algorithms for Distributed Reinforcement Learning
Yixuan Lin, Shripad Gade, Romeil Sandhu, Ji Liu
IEEE/AACC American Control Conference (ACC), 2020
pdf | link
Privacy-Preserving Distributed Learning via Obfuscated Stochastic Gradients
Shripad Gade, Nitin H. Vaidya
IEEE Conference on Decision and Control (CDC), 2018
pdf | link | tech report
Private Optimization on Networks
Shripad Gade, Nitin H. Vaidya
IEEE/AACC American Control Conference (ACC), 2018
pdf | link | arXiv
Robotic Herding using Wavefront Algorithm: Performance and Stability
Shripad Gade, Aditya Paranjape, Soon-Jo Chung
AIAA Guidance, Navigation and Control (GNC), 2016
pdf | link
Herding a Flock of Birds Approaching an Airport Using an Unmanned Aerial Vehicle
Shripad Gade, Aditya Paranjape, Soon-Jo Chung
AIAA Guidance, Navigation and Control (GNC), 2015
pdf | link
Heterogeneous UAV Swarm System for Target Search in Adversarial Environment
Shripad Gade, Ashok Joshi
IEEE International Conference on Control Communication & Computing (ICCC), 2013
pdf | link
The 3-Point Method: A Fast, Accurate and Robust Solution to Vanishing Point Estimation
Vinod Saini, Shripad Gade, M. Prasad, S. Chatterjee
Computer Graphics, Visualization and Computer Vision (WSCG), 2013
pdf | link
Human-in-Loop Hierarchical Control of Multi-UAV Systems
Shripad Gade, Ashok Joshi
ICIUS, 2013
pdf | link
Computation Service for Mobile Nodes in a Roadway Environment
Shripad Gade, Lewis Tseng, Kentaro Oguchi
US Patent 10,567,923, 2020
pdf | link
MPC-based machine learning: Achieving end-to-end privacy-preserving machine learning
Shripad Gade, Prasad Buddhavarapu, Sen Yuan, Milan Shen
Meta Research Blog, 2022
link
A Private and Finite-Time Algorithm for Solving a Distributed System of Linear Equations
Shripad Gade, Ji Liu, Nitin H. Vaidya
ArXiv, 2020
pdf | arXiv
Private Learning on Networks: Part II
Shripad Gade, Nitin H. Vaidya
ArXiv, 2017
pdf | arXiv
Private Learning on Networks
Shripad Gade, Nitin H. Vaidya
ArXiv, 2016
pdf | arXiv
Distributed Optimization of Convex Sum of Non-Convex Functions
Shripad Gade, Nitin H. Vaidya
ArXiv, 2016
pdf | arXiv
Distributed Optimization for Client-Server Architecture with Negative Gradient Weights
Shripad Gade, Nitin H. Vaidya
ArXiv, 2016
pdf | arXiv