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Supply Curves in Electricity Markets: A Framework For Dynamic Modeling and Monte Carlo Forecasting

Published in IEEE Transactions on Power Systems, 2022

This paper was a part of my MSc thesis

Recommended citation: S. Yıldırım, M. Khalafi, T. Güzel, H. Satık and M. Yılmaz, "Supply Curves in Electricity Markets: A Framework for Dynamic Modeling and Monte Carlo Forecasting," in IEEE Transactions on Power Systems, vol. 38, no. 4, pp. 3056-3069, July 2023, doi: 10.1109/TPWRS.2022.3208765

First-order methods for Stochastic Variational Inequality problems with Function Constraints

Published in arXiv, 2023

This is under second revision

Recommended citation: D Boob, Q Deng, M Khalafi - arXiv preprint arXiv:2304.04778, 2023
Download Paper | Download Slides

Accelerated Primal-Dual Methods for Convex-Strongly-Concave Saddle Point Problems

Published in International Conference on Machine Learning (ICML), 2023

This paper was published in my first year of PhD

Recommended citation: M Khalafi, D Boob - International conference on machine learning, 2023
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Optimal Primal-Dual Algorithm with Last iterate Convergence Guarantees for Stochastic Convex Optimization Problems

Published in arXiv, 2024

This paper is under first revision

Recommended citation: D Boob, M Khalafi - arXiv preprint arXiv:2410.18513, 2024
Download Paper

Poster Presentation on Saddle-Point Problems

Published: July 14, 2023

I gave a poster presentation on my ICML paper “Accelerated primal-dual methods for convex-strongly-concave saddle point problems”. More information here

Talk Session on Saddle-Point Problems

Published: October 16, 2023

I was invited to give a talk about my ICML paper “Accelerated primal-dual methods for convex-strongly-concave saddle point problems”. More information here

Talk Session on FCVI Problems

Published: October 20, 2024

I was invited to a talk on FCVI paper “First-order Methods for Stochastic Variational Inequality Problems with Function Constraints”. More information here

Talk Session on Last Iterate Algorithms

Published: October 20, 2024

I was invited to a talk as one of the authors of the paper “Optimal Primal-Dual Algorithm with Last iterate Convergence Guarantees for Stochastic Convex Optimization Problems”.

Teaching Assistant

Undergraduate course, Sabanci University, IE department, 2019

I was a teaching assistant at Sabanci University from 2019 to 2021.