Kinjal Basu

Orcid: 0000-0002-4091-0119

Affiliations:
  • LinkedIn Corporation, Mountain View, CA, USA
  • Stanford University, CA, USA (former)


According to our database1, Kinjal Basu authored at least 30 papers between 2012 and 2023.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
An Operational Perspective to Fairness Interventions: Where and How to Intervene.
CoRR, 2023

Promoting Inactive Members in Edge-Building Marketplace.
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Practical Design of Performant Recommender Systems using Large-scale Linear Programming-based Global Inference.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Detection and Mitigation of Algorithmic Bias via Predictive Parity.
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

Disentangling and Operationalizing AI Fairness at LinkedIn.
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

Optimizing for Member Value in an Edge Building Marketplace.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Generalized Causal Tree for Uplift Modeling.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
Heterogeneous Calibration: A post-hoc model-agnostic framework for improved generalization.
CoRR, 2022

Pushing the limits of fairness impossibility: Who's the fairest of them all?
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Achieving Fairness via Post-Processing in Web-Scale Recommender Systems✱.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

Long-term Dynamics of Fairness Intervention in Connection Recommender Systems.
Proceedings of the AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19, 2022

Efficient Vertex-Oriented Polytopic Projection for Web-Scale Applications.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Efficient Algorithms for Global Inference in Internet Marketplaces.
CoRR, 2021

Personalized Treatment Selection using Causal Heterogeneity.
Proceedings of the WWW '21: The Web Conference 2021, 2021

2020
A Framework for Fairness in Two-Sided Marketplaces.
CoRR, 2020

Scalable Assessment and Mitigation Strategies for Fairness in Rankings.
CoRR, 2020

A/B Testing in Dense Large-Scale Networks: Design and Inference.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Evaluating Fairness Using Permutation Tests.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

ECLIPSE: An Extreme-Scale Linear Program Solver for Web-Applications.
Proceedings of the 37th International Conference on Machine Learning, 2020

2019
Personalization and Optimization of Decision Parameters via Heterogenous Causal Effects.
CoRR, 2019

2018
Online Parameter Selection for Web-based Ranking Problems.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2017
Scrambled Geometric Net Integration Over General Product Spaces.
Found. Comput. Math., 2017

Large-Scale Quadratically Constrained Quadratic Program via Low-Discrepancy Sequences.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016
Transformations and Hardy-Krause Variation.
SIAM J. Numer. Anal., 2016

Almost empty monochromatic triangles in planar point sets.
Discret. Appl. Math., 2016

Quasi-Monte Carlo for an Integrand with a Singularity along a Diagonal in the Square.
CoRR, 2016

2015
Low Discrepancy Constructions in the Triangle.
SIAM J. Numer. Anal., 2015

Quasi-Monte Carlo tractability of high dimensional integration over products of simplices.
J. Complex., 2015

2012
A spatio-spectral hybridization for edge preservation and noisy image restoration via local parametric mixtures and Lagrangian relaxation.
CoRR, 2012

Recognition of Similar Shaped Handwritten Characters Using Logistic Regression.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012


  Loading...