Onur Dikmen - RankMe

28 papers A* 1A 1Misc 2Journal 15Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Context discovery for anomaly detection. Int. J. Data Sci. Anal. Ece Calikus, Slawomir Nowaczyk, Onur Dikmen
2022	J	`jnl`	Wisdom of the contexts: active ensemble learning for contextual anomaly detection. Data Min. Knowl. Discov. Ece Calikus, Slawomir Nowaczyk, Mohamed-Rafik Bouguelia, Onur Dikmen
2021	J	`jnl`	Wisdom of the Contexts: Active Ensemble Learning for Contextual Anomaly Detection. CoRR Ece Calikus, Slawomir Nowaczyk, Mohamed-Rafik Bouguelia, Onur Dikmen
2020	—	`conf`	Interactive Anomaly Detection Based on Clustering and Online Mirror Descent. IoT Streams/ITEM@PKDD/ECML Lingyun Cheng, Sadhana Sundaresh, Mohamed-Rafik Bouguelia, Onur Dikmen
2020	J	`jnl`	No free lunch but a cheaper supper: A general framework for streaming anomaly detection. Expert Syst. Appl. Ece Calikus, Slawomir Nowaczyk, Anita Pinheiro Sant'Anna, Onur Dikmen
2019	A*	`conf`	Differentially Private Markov Chain Monte Carlo. NeurIPS Mikko A. Heikkilä, Joonas Jälkö, Onur Dikmen, Antti Honkela
2019	J	`jnl`	Differentially Private Markov Chain Monte Carlo. CoRR Mikko A. Heikkilä, Joonas Jälkö, Onur Dikmen, Antti Honkela
2019	J	`jnl`	No Free Lunch But A Cheaper Supper: A General Framework for Streaming Anomaly Detection. CoRR Ece Calikus, Slawomir Nowaczyk, Anita Pinheiro Sant'Anna, Onur Dikmen
2017	A	`conf`	Differentially Private Variational Inference for Non-conjugate Models. UAI Joonas Jälkö, Antti Honkela, Onur Dikmen
2016	J	`jnl`	Differentially Private Variational Inference for Non-conjugate Models. CoRR Joonas Jälkö, Onur Dikmen, Antti Honkela
2016	J	`jnl`	Efficient differentially private learning improves drug sensitivity prediction. CoRR Antti Honkela, Mrinal Das, Onur Dikmen, Samuel Kaski
2015	J	`jnl`	Learning Mixtures of Ising Models using Pseudolikelihood. CoRR Onur Dikmen
2015	J	`jnl`	Learning the Information Divergence. IEEE Trans. Pattern Anal. Mach. Intell. Onur Dikmen, Zhirong Yang, Erkki Oja
2015	J	`jnl`	Optimizing the Information Retrieval Trade-off in Data Visualization Using $α$-Divergence. CoRR Ehsan Amid, Onur Dikmen, Erkki Oja
2015	Misc	`conf`	Sound event detection in real life recordings using coupled matrix factorization of spectral representations and class activity annotations. ICASSP Annamaria Mesaros, Toni Heittola, Onur Dikmen, Tuomas Virtanen
2014	J	`jnl`	Learning the Information Divergence. CoRR Onur Dikmen, Zhirong Yang, Erkki Oja
2014	—	`conf`	Sequential Monte Carlo samplers for marginal likelihood computation in multiplicative exponential noise models. SSP Onur Dikmen, Ali Taylan Cemgil
2013	—	`conf`	Sound event detection using non-negative dictionaries learned from annotated overlapping events. WASPAA Onur Dikmen, Annamaria Mesaros
2012	—	`conf`	Clustering by Nonnegative Matrix Factorization Using Graph Random Walk. NIPS Zhirong Yang, Tele Hao, Onur Dikmen, Xi Chen, Erkki Oja
2012	J	`jnl`	Maximum Marginal Likelihood Estimation for Nonnegative Dictionary Learning in the Gamma-Poisson Model. IEEE Trans. Signal Process. Onur Dikmen, Cédric Févotte
2011	Misc	`conf`	Maximum marginal likelihood estimation for nonnegative dictionary learning. ICASSP Onur Dikmen, Cédric Févotte
2011	—	`conf`	Nonnegative dictionary learning in the exponential noise model for adaptive music signal representation. NIPS Onur Dikmen, Cédric Févotte
2010	J	`jnl`	Gamma Markov Random Fields for Audio Source Modeling. IEEE Trans. Speech Audio Process. Onur Dikmen, Ali Taylan Cemgil
2009	—	`—`	Bayesian source modelling for single-channel audio separation (Ses sinyallerinin tek kanaldan ayrıştırılmasında Bayesçi modeller) Onur Dikmen
2009	—	`conf`	Unsupervised single-channel source separation using bayesian NMF. WASPAA Onur Dikmen, Ali Taylan Cemgil
2007	—	`conf`	Conjugate Gamma Markov Random Fields for Modelling Nonstationary Sources. ICA Ali Taylan Cemgil, Onur Dikmen
2007	J	`jnl`	Parallel univariate decision trees. Pattern Recognit. Lett. Olcay Taner Yildiz, Onur Dikmen
2003	—	`conf`	Estimating Distributions in Genetic Algorithms. ISCIS Onur Dikmen, H. Levent Akin, Ethem Alpaydin