Andi Nika

Hello!

My name is Andi Nika and I am a PhD student in Machine Teaching Group at MPI-SWS , Saarbrücken, Germany.

My Interests

I am a former math graduate and am mostly interested in its applications on Machine Learning:

-Reinforcement learning

-Multi-armed bandits

-Robustness in RL

-Machine teaching

More information

For more information about me, please see my [C.V] .

Publications and preprints:

► Contextual Combinatorial Volatile Multi-armed Bandits with Adaptive Discretization
A. Nika, S. Elahi, C. Tekin
In Proceedings of the Twenty Third International Conference on Artificial Intelligence and Statistics, 2020

► Pareto Active Learning with Gaussian Processes and Adaptive Discretization
A. Nika, K. Bozgan, S. Elahi, C. Ararat, C. Tekin
Submitted to Machine Learning journal

► Multi-user Small Base Station Association via Contextual Combinatorial Volatile Bandits
M. A. Qureshi^*, A. Nika^*, C. Tekin
( ^* Authors have contributed equally to this work)
In IEEE Transactions on Communications, 2021