Ilker Demirel - RankMe

19 papers A* 3A 3B 1Journal 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	LLMs can construct powerful representations and streamline sample-efficient supervised learning. CoRR Ilker Demirel, Lawrence Shi, Zeshan M. Hussain, David A. Sontag
2025	J	`jnl`	Causal Lifting of Neural Representations: Zero-Shot Generalization for Causal Inferences. CoRR Riccardo Cadei, Ilker Demirel, Piersilvio De Bartolomeis, Lukas Lindorfer, Sylvia Cremer, Cordelia Schmid, Francesco Locatello
2025	J	`jnl`	Federated Multiarmed Bandits Under Byzantine Attacks. IEEE Trans. Artif. Intell. Artun Saday, Ilker Demirel, Yigit Yildirim, Cem Tekin
2025	A*	`conf`	Scalable Universal T-Cell Receptor Embeddings from Adaptive Immune Repertoires. ICLR Paidamoyo Chapfuwa, Ilker Demirel, Lorenzo Pisani, Javier Zazo, Elon Portugaly, H. Jabran Zahid, Julia Greissl
2025	J	`jnl`	Using LLMs for Late Multimodal Sensor Fusion for Activity Recognition. CoRR Ilker Demirel, Karan Thakkar, Benjamin Elizalde, Miquel Espi Marques, Shirley You Ren, Jaya Narain
2024	A	`conf`	Benchmarking Observational Studies with Experimental Data under Right-Censoring. AISTATS Ilker Demirel, Edward De Brouwer, Zeshan M. Hussain, Michael Oberst, Anthony Philippakis, David A. Sontag
2024	A*	`conf`	Prediction-powered Generalization of Causal Inferences. ICML Ilker Demirel, Ahmed M. Alaa, Anthony Philippakis, David A. Sontag
2024	J	`jnl`	Prediction-powered Generalization of Causal Inferences. CoRR Ilker Demirel, Ahmed M. Alaa, Anthony Philippakis, David A. Sontag
2024	J	`jnl`	Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium. CoRR Hyewon Jeong, Sarah Jabbour, Yuzhe Yang, Rahul Thapa, Hussein Mozannar, William Jongwon Han, Nikita Mehandru, Michael Wornow, Vladislav Lialin, Xin Liu, Alejandro Lozano, Jiacheng Zhu, Rafal Dariusz Kocielnik, Keith Harrigian, Haoran Zhang, Edward Lee, Milos Vukadinovic, Aparna Balagopalan, Vincent Jeanselme, Katherine Matton, Ilker Demirel, Jason A. Fries, Parisa Rashidi, Brett K. Beaulieu-Jones, Xuhai Orson Xu, Matthew B. A. McDermott, Tristan Naumann, Monica Agrawal, Marinka Zitnik, Berk Ustun, Edward Choi, Kristen Yeom, Gamze Gürsoy, Marzyeh Ghassemi, Emma Pierson, George H. Chen, Sanjat Kanjilal, Michael Oberst, Linying Zhang, Harvineet Singh, Tom Hartvigsen, Helen Zhou, Chinasa T. Okolo
2023	A	`conf`	Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions. AISTATS Zeshan M. Hussain, Ming-Chieh Shih, Michael Oberst, Ilker Demirel, David A. Sontag
2023	J	`jnl`	Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions. CoRR Zeshan M. Hussain, Ming-Chieh Shih, Michael Oberst, Ilker Demirel, David A. Sontag
2022	J	`jnl`	Distance and position estimation in visible light systems with RGB LEDs. Digit. Signal Process. Ilker Demirel, Sinan Gezici
2022	A*	`conf`	ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine. NeurIPS Ilker Demirel, Ahmet Alparslan Celik, Cem Tekin
2022	J	`jnl`	Federated Multi-Armed Bandits Under Byzantine Attacks. CoRR Ilker Demirel, Yigit Yildirim, Cem Tekin
2021	A	`conf`	Combinatorial Gaussian Process Bandits with Probabilistically Triggered Arms. AISTATS Ilker Demirel, Cem Tekin
2021	J	`jnl`	Distance and Position Estimation in Visible Light Systems with RGB LEDs. CoRR Ilker Demirel, Sinan Gezici
2021	J	`jnl`	ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine. CoRR Ilker Demirel, Ahmet Alparslan Celik, Cem Tekin
2021	J	`jnl`	Safe Linear Leveling Bandits. CoRR Ilker Demirel, Mehmet Ufuk Ozdemir, Cem Tekin
2019	B	`conf`	Accuracy Limits of Distance Estimation in Visible Light Systems with RGB LEDs. PIMRC Ilker Demirel, Sinan Gezici