229 citations · 494 across the 29 of their papers we have counts for
29 papers
Joint Coreset Construction and Quantization for Distributed Machine Learning
Hanlin Lu, Changchang Liu, Shiqiang Wang +4
Coresets are small, weighted summaries of larger datasets, aiming at providing provable error bounds for machine learning (ML) tasks while significantly reducing the communication…
Topology Estimation Following Islanding and its Impact on Preventive Control of Cascading Failure
Sai Gopal Vennelaganti, Nilanjan Ray Chaudhuri, Ting He +1
Knowledge of power grid's topology during cascading failure is an essential element of centralized blackout prevention control, given that multiple islands are typically formed, as…
Communication-efficient k-Means for Edge-based Machine Learning
Hanlin Lu, Ting He, Shiqiang Wang +5
We consider the problem of computing the k-means centers for a large high-dimensional dataset in the context of edge-based machine learning, where data sources offload machine lear…
Verifiable Failure Localization in Smart Grid under Cyber-Physical Attacks
Yudi Huang, Ting He, Nilanjan Ray Chaudhuri +1
Cyber-physical attacks impose a significant threat to the smart grid, as the cyber attack makes it difficult to identify the actual damage caused by the physical attack. To defend…
Failure Localization Capability: Theorem Proof and Evaluation
Liang Ma, Ting He, Ananthram Swami +2
This is a technical report, containing all the theorem proofs and additional evaluations in paper "Network Capability in Localizing Node Failures via End-to-end Path Measurements"…
Link Identifiability with Two Monitors: Proof of Selected Theorems
Liang Ma, Ting He, Kin K. Leung +2
This is a technical report, containing all the theorem proofs in paper "Link Identifiability in Communication Networks with Two Monitors" by Liang Ma, Ting He, Kin K. Leung, Ananth…