A Lyapunov-Based Methodology for Constrained Optimization with Bandit Feedback
Semih Cayci, Yilin Zheng and Atilla Eryilmaz
Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022
paper
Sample Complexity and Overparameterization Bounds for Temporal Difference Learning with Neural Network Approximation
Semih Cayci, Siddhartha Satpathi, Niao He, R. Srikant
ICML Workshop on Overparameterization: Pitfalls & Opportunities 2021
paper
Convergence of Entropy-Regularized Natural Policy Gradient Methods with Linear Function Approximation
Semih Cayci, Niao He, R. Srikant
arXiv:2106.04096
ICML Workshop on Reinforcement Learning Theory 2021
paper
Group-Fair Online Allocation in Continuous Time
Semih Cayci, Swati Gupta, Atilla Eryilmaz
Advances in Neural Information Processing Systems 33, NeurIPS 2020
paper
Budget-Constrained Bandits over General Cost and Reward Distributions
Semih Cayci, Atilla Eryilmaz, R. Srikant
International Conference on Artificial Intelligence and Statistics (AISTATS), PMLR 108, 2020.
paper
Learning to Control Renewal Processes with Bandit Feedback
Semih Cayci, Atilla Eryilmaz, R. Srikant
ACM SIGMETRICS 2019
ext abstract
Optimal Learning for Dynamic Coding in Deadline-Constrained Multi-Channel Networks
Semih Cayci, Atilla Eryilmaz
IEEE/ACM Transactions on Networking, vol. 27, no. 3, pp. 1043-1054, June 2019
paper
Learning to Control Renewal Processes with Bandit Feedback
Semih Cayci, Atilla Eryilmaz, R. Srikant
Proc. of the ACM on Measurement and Analysis of Computing Systems vol. 3-2, p. 43, 2019
paper
Continuous-Time Multi-Armed Bandits with Controlled Restarts
Semih Cayci, Atilla Eryilmaz, R. Srikant
Under review
paper
Learning for Serving Deadline-Constrained Traffic in Multi-Channel Wireless Networks
Semih Cayci, Atilla Eryilmaz
15th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt 2017)
paper
Polar Code Construction for Non-Binary Source Alphabets
Semih Cayci, Orhan Arikan, Erdal Arikan
20th IEEE Signal Processing and Communications Applications Conference (SIU 2012)
Lossless Polar Compression of q-ary Sources
Semih Cayci, Orhan Arikan
2013 IEEE International Symposium on Information Theory (ISIT 2013)
Attentive Mobile Robot Visual Maps via Bubble Memory
Semih Cayci, Ozgur Erkent, H. Isil Bozma
Perception 38, ECVP Abstract Supplement, 2009
On the Multi-Channel Capacity Gains of Millimeter-Wave Communication
Semih Cayci, Atilla Eryilmaz
2016 IEEE Global Communications Conference (GLOBECOM 2016)
Nonbinary Polar Coding for Multilevel Modulation
Semih Cayci, Toshiaki Koike-Akino, Ye Wang
Optical Fiber Communication Conference, 2019 (OFCC 2019)
Semih Cayci, Yilin Zheng and Atilla Eryilmaz
Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022
paper
Sample Complexity and Overparameterization Bounds for Temporal Difference Learning with Neural Network Approximation
Semih Cayci, Siddhartha Satpathi, Niao He, R. Srikant
ICML Workshop on Overparameterization: Pitfalls & Opportunities 2021
paper
Convergence of Entropy-Regularized Natural Policy Gradient Methods with Linear Function Approximation
Semih Cayci, Niao He, R. Srikant
arXiv:2106.04096
ICML Workshop on Reinforcement Learning Theory 2021
paper
Group-Fair Online Allocation in Continuous Time
Semih Cayci, Swati Gupta, Atilla Eryilmaz
Advances in Neural Information Processing Systems 33, NeurIPS 2020
paper
Budget-Constrained Bandits over General Cost and Reward Distributions
Semih Cayci, Atilla Eryilmaz, R. Srikant
International Conference on Artificial Intelligence and Statistics (AISTATS), PMLR 108, 2020.
paper
Learning to Control Renewal Processes with Bandit Feedback
Semih Cayci, Atilla Eryilmaz, R. Srikant
ACM SIGMETRICS 2019
ext abstract
Optimal Learning for Dynamic Coding in Deadline-Constrained Multi-Channel Networks
Semih Cayci, Atilla Eryilmaz
IEEE/ACM Transactions on Networking, vol. 27, no. 3, pp. 1043-1054, June 2019
paper
Learning to Control Renewal Processes with Bandit Feedback
Semih Cayci, Atilla Eryilmaz, R. Srikant
Proc. of the ACM on Measurement and Analysis of Computing Systems vol. 3-2, p. 43, 2019
paper
Continuous-Time Multi-Armed Bandits with Controlled Restarts
Semih Cayci, Atilla Eryilmaz, R. Srikant
Under review
paper
Learning for Serving Deadline-Constrained Traffic in Multi-Channel Wireless Networks
Semih Cayci, Atilla Eryilmaz
15th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt 2017)
paper
Polar Code Construction for Non-Binary Source Alphabets
Semih Cayci, Orhan Arikan, Erdal Arikan
20th IEEE Signal Processing and Communications Applications Conference (SIU 2012)
Lossless Polar Compression of q-ary Sources
Semih Cayci, Orhan Arikan
2013 IEEE International Symposium on Information Theory (ISIT 2013)
Attentive Mobile Robot Visual Maps via Bubble Memory
Semih Cayci, Ozgur Erkent, H. Isil Bozma
Perception 38, ECVP Abstract Supplement, 2009
On the Multi-Channel Capacity Gains of Millimeter-Wave Communication
Semih Cayci, Atilla Eryilmaz
2016 IEEE Global Communications Conference (GLOBECOM 2016)
Nonbinary Polar Coding for Multilevel Modulation
Semih Cayci, Toshiaki Koike-Akino, Ye Wang
Optical Fiber Communication Conference, 2019 (OFCC 2019)
