Research & Articles

Academic papers, press coverage, and articles on ads fairness, spacecraft systems, and networking.

Publications

2025UNDER REVIEW

Enhancing Fairness and Efficiency in Personalized Ads Using Impression Variance Aware Optimization

Meta Internal Review

FairnessAdsML

2020

On-Orbit Geometric Constraints Computation and Conformance for Astrosat Class of Spacecraft

IEEE ICECA 2020

SpaceSpacecraftC++

2020

Chandrayaan-2: Orbit Maneuver Operations

International Astronautical Congress 2020

SpaceChandrayaan-2

2016

Cross-Layer Switch Handoff for FisherMesh 2.0

ResearchGate / IIST 2016

NetworkingSDN

2016

Dynamic Multi-Hop Switch-Controller Handoff for FisherMesh 2.0

ResearchGate / IIST 2016

NetworkingSDN

2016

FisherMesh 2.0: An OpenFlow Wireless Mesh Router for MICRONet

ResearchGate / IIST 2016

NetworkingSDN

2015

Dynamic Multi-Hop Switch Handoffs in Software Defined Wireless Mesh Networks

IEEE ANTS 2015

NetworkingSDN

Also a peer reviewer for IEEE Transactions on Software Engineering and 6+ other conferences and journals.

Press & Articles

Jan 2023Meta Newsroom

An Update on Our Ads Fairness Efforts

Meta announces the Variance Reduction System (VRS) — built in collaboration with the DOJ to ensure equitable ad delivery across housing, employment, and credit categories.

FairnessAdsPolicy

Jun 2022U.S. Department of Justice

United States Attorney Resolves Groundbreaking Suit Against Meta Platforms

The DOJ resolves a landmark civil rights settlement with Meta over discriminatory ad targeting, resulting in new fairness systems and targeting restrictions.

FairnessPolicy