Narayanan Unny Edakunni

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 6

Top Topics

Robust Estimator

Cost Sensitive Boosting

Causal Networks

Linear Transformations

Top Venues

Publications

Narayanan Unny Edakunni, Utkarsh Tekriwal, Anukriti Jain
Explaining Drift using Shapley Values. CoRR (2024)
Vignesh Nanda Kumar, Narayanan Unny Edakunni
Simple is better: Making Decision Trees faster using random sampling. CoRR (2021)
Drona Khurana, Srinivasan Ravichandran, Sparsh Jain, Narayanan Unny Edakunni
Statistical Guarantees for Fairness Aware Plug-In Algorithms. CoRR (2021)
Aditya Lahiri, Narayanan Unny Edakunni
Accurate and Intuitive Contextual Explanations using Linear Model Trees. CoRR (2020)
Srinivasan Ravichandran, Drona Khurana, Bharath Venkatesh, Narayanan Unny Edakunni
FairXGBoost: Fairness-aware Classification in XGBoost. CoRR (2020)
Nikolaos Nikolaou, Narayanan Unny Edakunni, Meelis Kull, Peter A. Flach, Gavin Brown
Cost-sensitive boosting algorithms: Do we really need them? Mach. Learn. 104 (2-3) (2016)
Narayanan Unny Edakunni, Aditi Raghunathan, Abhishek Tripathi, John Handley, Frédéric Roulland
Probabilistic Dependency Networks for Prediction and Diagnostics. CoRR (2015)
Ming-Jie Zhao, Narayanan Unny Edakunni, Adam Craig Pocock, Gavin Brown
Beyond Fano's inequality: bounds on the optimal F-score, BER, and cost-sensitive risk and their implications. J. Mach. Learn. Res. 14 (1) (2013)
Narayanan Unny Edakunni, Gary Brown, Tim Kovacs
Boosting as a Product of Experts CoRR (2012)
Tim Kovacs, Narayanan Unny Edakunni, Gavin Brown
Accuracy exponentiation in UCS and its effect on voting margins. GECCO (2011)
Narayanan Unny Edakunni, Gary Brown, Tim Kovacs
Boosting as a Product of Experts. UAI (2011)
Narayanan Unny Edakunni, Gavin Brown, Tim Kovacs
Online, GA based mixture of experts: a probabilistic model of ucs. GECCO (2011)
Narayanan Unny Edakunni, Tim Kovacs, Gavin Brown, James A. R. Marshall
Modeling UCS as a mixture of experts. GECCO (2009)
Narayanan Unny Edakunni, Sethu Vijayakumar
Efficient Online Classification Using an Ensemble of Bayesian Linear Logistic Regressors. MCS (2009)
Narayanan Unny Edakunni, Stefan Schaal, Sethu Vijayakumar
Kernel Carpentry for Online Regression Using Randomly Varying Coefficient Model. IJCAI (2007)