Melih Barsbey - RankMe

21 papers A* 3B 2Journal 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	From Data Statistics to Feature Geometry: How Correlations Shape Superposition. CoRR Lucas Prieto, Edward Stevinson, Melih Barsbey, Tolga Birdal, Pedro A. M. Mediano
2026	J	`jnl`	Multi-Way Representation Alignment. CoRR Akshit Achara, Tatiana Gaintseva, Mateo Mahaut, Pritish Chakraborty, Viktor Stenby Johansson, Melih Barsbey, Emanuele Rodolà, Donato Crisostomi
2025	J	`jnl`	Adversarial Attacks Leverage Interference Between Features in Superposition. CoRR Edward Stevinson, Lucas Prieto, Melih Barsbey, Tolga Birdal
2025	J	`jnl`	Algorithmic Stability of Stochastic Gradient Descent with Momentum under Heavy-Tailed Noise. CoRR Thanh Dang, Melih Barsbey, A K. M. Rokonuzzaman Sonet, Mert Gürbüzbalaban, Umut Simsekli, Lingjiong Zhu
2025	J	`jnl`	Evaluating medical AI systems in dermatology under uncertain ground truth. Medical Image Anal. David Stutz, Ali Taylan Cemgil, Abhijit Guha Roy, Tatiana Matejovicova, Melih Barsbey, Patricia Strachan, Mike Schaekermann, Jan Freyberg, Rajeev Rikhye, Beverly Freeman, Javier Perez Matos, Umesh Telang, Dale R. Webster, Yuan Liu, Gregory S. Corrado, Yossi Matias, Pushmeet Kohli, Yun Liu, Arnaud Doucet, Alan Karthikesalingam
2025	A*	`conf`	Grokking at the Edge of Numerical Stability. ICLR Lucas Prieto, Melih Barsbey, Pedro A. M. Mediano, Tolga Birdal
2025	J	`jnl`	Grokking at the Edge of Numerical Stability. CoRR Lucas Prieto, Melih Barsbey, Pedro A. M. Mediano, Tolga Birdal
2025	J	`jnl`	Large Learning Rates Simultaneously Achieve Robustness to Spurious Correlations and Compressibility. CoRR Melih Barsbey, Lucas Prieto, Stefanos Zafeiriou, Tolga Birdal
2025	J	`jnl`	On the Interaction of Compressibility and Adversarial Robustness. CoRR Melih Barsbey, Antônio H. Ribeiro, Umut Simsekli, Tolga Birdal
2024	A*	`conf`	Implicit Compressibility of Overparametrized Neural Networks Trained with Heavy-Tailed SGD. ICML Yijun Wan, Melih Barsbey, Abdellatif Zaidi, Umut Simsekli
2023	J	`jnl`	A Computational Software for Training Robust Drug-Target Affinity Prediction Models: pydebiaseddta. J. Comput. Biol. Melih Barsbey, Riza Özçelik, Alperen Bag, Berk Atil, Arzucan Özgür, Elif Ozkirimli
2023	J	`jnl`	A Framework for Improving the Generalizability of Drug-Target Affinity Prediction Models. J. Comput. Biol. Riza Özçelik, Alperen Bag, Berk Atil, Melih Barsbey, Arzucan Özgür, Elif Ozkirimli
2023	B	`conf`	Algorithmic Stability of Heavy-Tailed Stochastic Gradient Descent on Least Squares. ALT Anant Raj, Melih Barsbey, Mert Gürbüzbalaban, Lingjiong Zhu, Umut Simsekli
2023	J	`jnl`	Evaluating AI systems under uncertain ground truth: a case study in dermatology. CoRR David Stutz, Ali Taylan Cemgil, Abhijit Guha Roy, Tatiana Matejovicova, Melih Barsbey, Patricia Strachan, Mike Schaekermann, Jan Freyberg, Rajeev V. Rikhye, Beverly Freeman, Javier Perez Matos, Umesh Telang, Dale R. Webster, Yuan Liu, Gregory S. Corrado, Yossi Matias, Pushmeet Kohli, Yun Liu, Arnaud Doucet, Alan Karthikesalingam
2023	J	`jnl`	Modeling Hierarchical Seasonality Through Low-Rank Tensor Decompositions in Time Series Analysis. IEEE Access Melih Barsbey, Ali Taylan Cemgil
2022	J	`jnl`	Algorithmic Stability of Heavy-Tailed Stochastic Gradient Descent on Least Squares. CoRR Anant Raj, Melih Barsbey, Mert Gürbüzbalaban, Lingjiong Zhu, Umut Simsekli
2021	J	`jnl`	Bayesian Allocation Model: Marginal Likelihood-Based Model Selection for Count Tensors. IEEE J. Sel. Top. Signal Process. Sinan Yildirim, M. Burak Kurutmaz, Melih Barsbey, Umut Simsekli, A. Taylan Cemgil
2021	A*	`conf`	Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks. NeurIPS Melih Barsbey, Milad Sefidgaran, Murat A. Erdogdu, Gaël Richard, Umut Simsekli
2021	J	`jnl`	Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks. CoRR Melih Barsbey, Milad Sefidgaran, Murat A. Erdogdu, Gaël Richard, Umut Simsekli
2019	J	`jnl`	Bayesian Allocation Model: Inference by Sequential Monte Carlo for Nonnegative Tensor Factorizations and Topic Models using Polya Urns. CoRR Ali Taylan Cemgil, Mehmet Burak Kurutmaz, Sinan Yildirim, Melih Barsbey, Umut Simsekli
2013	B	`conf`	Linguistic differences in explanation requests and their effects on the evaluation of explanations: the case of English and Turkish. CogSci Melih Barsbey, Tania Lombrozo