Scholar
Semih Cayci
Google Scholar ID: pt_pXpcAAAAJ
Assistant Professor, RWTH Aachen University
Reinforcement learning
deep learning theory
optimization
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Citations & Impact
All-time
Citations
349
H-index
10
i10-index
11
Publications
20
Co-authors
6
list available
Publications
9 items
A Comparative Analysis of Attention versus State-Space Models for In-Context Learning
2026
Cited
0
Finite-Time Analysis of Gradient Descent for Shallow Transformers
2026
Cited
0
Non-Asymptotic Optimization and Generalization Bounds for Stochastic Gauss-Newton in Overparameterized Models
2025
Cited
0
Convergence of Stochastic Gradient Langevin Dynamics in the Lazy Training Regime
2025
Cited
0
A Variational Inequality Approach to Independent Learning in Static Mean-Field Games
2025
Cited
0
Gauss-Newton Dynamics for Neural Networks: A Riemannian Optimization Perspective
arXiv.org · 2024
Cited
0
Optimal Rates of Convergence for Entropy Regularization in Discounted Markov Decision Processes
2024
Cited
0
Recurrent Natural Policy Gradient for POMDPs
arXiv.org · 2024
Cited
3
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Co-authors
5 total
Atilla Eryilmaz
Ohio State University
R. Srikant
University of Illinois at Urbana-Champaign
Niao He
Associate Professor, ETH Zürich
Matthieu Geist
Earth Species Project (ex-google, ex-cohere, on leave of Professor, Université de Lorraine)
Swati Gupta
Associate Professor, Sloan School of Management, MIT
