Narayanan Unny Edakunni

15 papers A* 1A 4Journal 9Unranked 1

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