Ali Taylan Cemgil

Bayesian Inference for Nonnegative Matrix Factorisation Models

Ali Taylan Cemgil · Computational Intelligence and Neuroscience · 2009 · 338 citations · Full text

Image Reconstruction, Low-rank Approximation, Engineering +12

On tempo tracking: Tempogram Representation and Kalman filtering

Ali Taylan Cemgil, Bert Kappen, Peter Desain et al. · Journal of New Music Research · 2000 · 176 citations · Full text

State Estimation, Music, Computational Musicology +11

Faster sorting algorithms discovered using deep reinforcement learning

Daniel J. Mankowitz, Andrea Michi, Anton Zhernov et al. · Nature · 2023 · 144 citations · Full text

Link prediction in heterogeneous data via generalized coupled tensor factorization

Beyza Ermiş, Evrim Acar, Ali Taylan Cemgil · Data Mining and Knowledge Discovery · 2013 · 142 citations

Engineering, Machine Learning, Data Science +9

A generative model for music transcription

Ali Taylan Cemgil, Hilbert J. Kappen, David Barber · IEEE Transactions on Audio Speech and Language Processing · 2006 · 129 citations · Full text

Music, Computational Musicology, Engineering +12