Konstantinos Nikolakakis

Publications:

 

• Beyond Lipschitz: Sharp Generalization and Excess Risk Bounds for Full-Batch GD

  K. Nikolakakis, F. Haddadpour, A. Karbasi, D. Kalogerias, ICLR 2023

• Black-Box Generalization: Stability of Zeroth-Order Learning

  K. Nikolakakis, F. Haddadpour, D. Kalogerias, A. Karbasi, Neurips 2022

• Optimal Rates for Learning Hidden Tree Structures                                                    

  K. Nikolakakis, D. Kalogerias, A. Sarwate, under review

• Quantile Multi-Armed Bandits: Optimal Best-Arm Identification and a Differentially Private Scheme

  K. Nikolakakis, D. Kalogerias, O. Sheffet A. Sarwate, JSAIT 2021

• Predictive Learning on Hidden Tree-Structured Ising Models  

  K. Nikolakakis, D. Kalogerias, A. Sarwate, JMLR 2021

• Learning Tree Structures from Noisy Data                                                                             

  K. Nikolakakis, D. Kalogerias, A. Sarwate, AIStats 2019

 

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