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Disambiguation of "Simsekli, Umut"

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Hierarchical and coupled non-negative dynamical systems with application to audio modeling.

, , and . WASPAA, page 1-4. IEEE, (2013)

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Umut Baysal

Umut Özsoy

Umut Aydemir

Ümüt Halik

Umut Avci

 

Other publications of authors with the same name

Approximate Heavy Tails in Offline (Multi-Pass) Stochastic Gradient Descent., , and . CoRR, (2023)Generalization Bounds for Stochastic Gradient Descent via Localized ε-Covers., , and . CoRR, (2022)SVD-based polyphonic music transcription., , , and . SIU, page 1-4. IEEE, (2012)Non-negative source-filter dynamical system for speech enhancement., , and . ICASSP, page 6206-6210. IEEE, (2014)Supervised Symbolic Music Style Translation Using Synthetic Data., , and . ISMIR, page 588-595. (2019)Non-negative tensor factorization models for Bayesian audio processing., , and . Digit. Signal Process., (2015)Synchronizing Probability Measures on Rotations via Optimal Transport., , , and . CVPR, page 1566-1576. Computer Vision Foundation / IEEE, (2020)Generalised Coupled Tensor Factorisation., , and . NIPS, page 2151-2159. (2011)Fractional Underdamped Langevin Dynamics: Retargeting SGD with Momentum under Heavy-Tailed Gradient Noise., , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 8970-8980. PMLR, (2020)Generalization Bounds using Data-Dependent Fractal Dimensions., , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 8922-8968. PMLR, (2023)