Variations on Hammersley's interacting particle process. - Arda Atalik; H. S. Melihcan Erol; Gökhan Yildirim 002; Mustafa Yilmaz (CoRR, 2021)

On Semi-Supervised Estimation of Distributions. - H. S. Melihcan Erol; Erixhen Sula; Lizhong Zheng (ISIT, 2023)

An Information Geometric Analysis of Noise Contrastive Estimation. - H. S. Melihcan Erol; Jiejun Jin; Lizhong Zheng (Allerton, 2024)

Operator SVD with Neural Networks via Nested Low-Rank Approximation. - Jongha Jon Ryu; Xiangxiang Xu 001; Hasan Sabri Melihcan Erol; Yuheng Bu; Lizhong Zheng; Gregory W. Wornell (ICML, 2024)

On Semi-Supervised Estimation of Discrete Distributions Under f-Divergences. - H. S. Melihcan Erol; Lizhong Zheng (ISIT, 2024)

Regularized Domain Adaptation for Estimation Tasks in Partially Observed Target Domains. - Varun Kelkar; H. S. Melihcan Erol; Muhammad Aneeq Uz Zaman; Omer Tanovic; Ravi Kiran Raman (ICASSP, 2025)