Search results for "mixtures-of-experts"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
94	Shin-ichi Asakawa	Mixtures of Experts: As an Attempt to Integrate the Dual Route Cascaded and the Triangle Models for Reading English Words.	ICONIP (2)	2007	DBLP DOI BibTeX RDF	Dual Route Cascaded Model, Triangle Model, Reading English words aloud, Mixtures of Experts
60	Clodoaldo Ap. M. Lima, André L. V. Coelho, Fernando J. Von Zuben	Pattern classification with mixtures of weighted least-squares support vector machine experts.	Neural Comput. Appl.	2009	DBLP DOI BibTeX RDF	Pattern classification, Hybridization, Least squares support vector machines, Mixtures of experts
53	Romina Torres, Rodrigo Salas 0001, Héctor Allende, Claudio Moraga	Robust Expectation Maximization Learning Algorithm for Mixture of Experts.	IWANN (1)	2003	DBLP DOI BibTeX RDF	Robust Learning Algorithm, Expectation Maximization, Modular Neural Networks, Mixtures of Experts
39	Zhiwu Lu 0001	A Regularized Minimum Cross-Entropy Algorithm on Mixtures of Experts for Time Series Prediction.	ISNN (2)	2006	DBLP DOI BibTeX RDF
36	Jan Drugowitsch, Alwyn Barry	A principled foundation for LCS.	GECCO (Companion)	2007	DBLP DOI BibTeX RDF	bayesian model selection, independently trained local models, xms, learning classifier systems, mixtures-of-experts
36	Héctor Allende, Rodrigo Salas 0001, Romina Torres, Claudio Moraga	Modular Neural Network Applied to Non-Stationary Time Series.	Fuzzy Days	2004	DBLP DOI BibTeX RDF	Time Series Data Mining, Modular Neural Networks, Mixtures of Experts
36	Jeff A. Bilmes, Katrin Kirchhoff	Generalized rules for combination and joint training of classifiers.	Pattern Anal. Appl.	2003	DBLP DOI BibTeX RDF	Combination rules, Joint classifier training, Products of Experts, Neural networks, Speech recognition, Classifier combination, Neural network ensembles, Mixtures of experts
36	Héctor Allende, Romina Torres, Rodrigo Salas 0001, Claudio Moraga	Robust Learning Algorithm for the Mixture of Experts.	IbPRIA	2003	DBLP DOI BibTeX RDF	Artificial Neural Networks, Mixtures of Experts, Robust Learning
34	Huazhong Ning, Yuxiao Hu 0001, Thomas S. Huang	Efficient initialization of Mixtures of Experts for human pose estimation.	ICIP	2008	DBLP DOI BibTeX RDF
22	Faïcel Chamroukhi, Nhat Thien Pham, Van Hà Hoang, Geoffrey J. McLachlan	Functional mixtures-of-experts.	Stat. Comput.	2024	DBLP DOI BibTeX RDF
22	Johan S. Obando-Ceron, Ghada Sokar, Timon Willi, Clare Lyle, Jesse Farebrother, Jakob N. Foerster, Gintare Karolina Dziugaite, Doina Precup, Pablo Samuel Castro	Mixtures of Experts Unlock Parameter Scaling for Deep RL.	CoRR	2024	DBLP DOI BibTeX RDF
22	Amelie Royer, Ilia Karmanov, Andrii Skliar, Babak Ehteshami Bejnordi, Tijmen Blankevoort	Revisiting Single-gated Mixtures of Experts.	CoRR	2023	DBLP DOI BibTeX RDF
22	Denis Blessing, Onur Celik, Xiaogang Jia, Moritz Reuss, Maximilian Xiling Li, Rudolf Lioutikov, Gerhard Neumann	Information Maximizing Curriculum: A Curriculum-Based Approach for Training Mixtures of Experts.	CoRR	2023	DBLP DOI BibTeX RDF
22	Yuhao Liu 0002, Marzieh Ajirak, Petar M. Djuric	Gaussian Process-Gated Hierarchical Mixtures of Experts.	CoRR	2023	DBLP DOI BibTeX RDF
22	Joan Puigcerver, Carlos Riquelme, Basil Mustafa, Neil Houlsby	From Sparse to Soft Mixtures of Experts.	CoRR	2023	DBLP DOI BibTeX RDF
22	Faïcel Chamroukhi, Nhat Thien Pham	Distributed Learning of Mixtures of Experts.	CoRR	2023	DBLP DOI BibTeX RDF
22	Zitian Chen, Yikang Shen, Mingyu Ding, Zhenfang Chen, Hengshuang Zhao, Erik G. Learned-Miller, Chuang Gan	Mod-Squad: Designing Mixtures of Experts As Modular Multi-Task Learners.	CVPR	2023	DBLP DOI BibTeX RDF
22	Zhiyuan Zeng, Deyi Xiong	SCoMoE: Efficient Mixtures of Experts with Structured Communication.	ICLR	2023	DBLP BibTeX RDF
22	Nhat Ho, Chiao-Yu Yang, Michael I. Jordan	Convergence Rates for Gaussian Mixtures of Experts.	J. Mach. Learn. Res.	2022	DBLP BibTeX RDF
22	Faïcel Chamroukhi, Nhat Thien Pham, Van Hà Hoang, Geoffrey J. McLachlan	Functional Mixtures-of-Experts.	CoRR	2022	DBLP BibTeX RDF
22	Mikel Artetxe, Shruti Bhosale, Naman Goyal, Todor Mihaylov, Myle Ott, Sam Shleifer, Xi Victoria Lin, Jingfei Du, Srinivasan Iyer 0001, Ramakanth Pasunuru, Giridharan Anantharaman, Xian Li, Shuohui Chen, Halil Akin, Mandeep Baines, Louis Martin, Xing Zhou, Punit Singh Koura, Brian O'Horo, Jeffrey Wang, Luke Zettlemoyer, Mona T. Diab, Zornitsa Kozareva, Veselin Stoyanov	Efficient Large Scale Language Modeling with Mixtures of Experts.	EMNLP	2022	DBLP DOI BibTeX RDF
22	Amelie Royer, Ilia Karmanov, Andrii Skliar, Babak Ehteshami Bejnordi, Tijmen Blankevoort	Revisiting single-gated Mixtures of Experts.	BMVC	2022	DBLP BibTeX RDF
22	Zhengyan Zhang, Yankai Lin, Zhiyuan Liu 0001, Peng Li 0030, Maosong Sun 0001, Jie Zhou 0016	MoEfication: Transformer Feed-forward Layers are Mixtures of Experts.	ACL (Findings)	2022	DBLP DOI BibTeX RDF
22	Mikel Artetxe, Shruti Bhosale, Naman Goyal, Todor Mihaylov, Myle Ott, Sam Shleifer, Xi Victoria Lin, Jingfei Du, Srinivasan Iyer 0001, Ramakanth Pasunuru, Giri Anantharaman, Xian Li, Shuohui Chen, Halil Akin, Mandeep Baines, Louis Martin, Xing Zhou, Punit Singh Koura, Brian O'Horo, Jeff Wang, Luke Zettlemoyer, Mona T. Diab, Zornitsa Kozareva, Ves Stoyanov	Efficient Large Scale Language Modeling with Mixtures of Experts.	CoRR	2021	DBLP BibTeX RDF
22	Wouter Kool 0001, Chris J. Maddison, Andriy Mnih	Unbiased Gradient Estimation with Balanced Assignments for Mixtures of Experts.	CoRR	2021	DBLP BibTeX RDF
22	Matthew J. Vowels, Necati Cihan Camgöz, Richard Bowden	VDSM: Unsupervised Video Disentanglement with State-Space Modeling and Deep Mixtures of Experts.	CoRR	2021	DBLP BibTeX RDF
22	Michael Gimelfarb, Scott Sanner, Chi-Guhn Lee	Contextual policy transfer in reinforcement learning domains via deep mixtures-of-experts.	UAI	2021	DBLP BibTeX RDF
22	Matthew J. Vowels, Necati Cihan Camgöz, Richard Bowden	VDSM: Unsupervised Video Disentanglement With State-Space Modeling and Deep Mixtures of Experts.	CVPR	2021	DBLP BibTeX RDF
22	Chen Wen Kang, Chua Meng Hong, Tomás Maul	Towards a Universal Gating Network for Mixtures of Experts.	CoRR	2020	DBLP BibTeX RDF
22	Alhabib Abbas, Yiannis Andreopoulos	Biased Mixtures Of Experts: Enabling Computer Vision Inference Under Data Transfer Limitations.	CoRR	2020	DBLP BibTeX RDF
22	Alhabib Abbas, Yiannis Andreopoulos	Biased Mixtures of Experts: Enabling Computer Vision Inference Under Data Transfer Limitations.	IEEE Trans. Image Process.	2020	DBLP DOI BibTeX RDF
22	Ping Wang, Luping Sun, Rakesh Niraj, Jaihak Chung, Meng Su	Incorporating reference products into modeling consumer choice decision: A mixtures-of-experts model.	Decis. Support Syst.	2019	DBLP DOI BibTeX RDF
22	Nhat Ho, Chiao-Yu Yang, Michael I. Jordan	Convergence Rates for Gaussian Mixtures of Experts.	CoRR	2019	DBLP BibTeX RDF
22	Laurent Orseau, Tor Lattimore, Shane Legg	Soft-Bayes: Prod for Mixtures of Experts with Log-Loss.	CoRR	2019	DBLP BibTeX RDF
22	Rolf Jongebloed, Erik Bochinski, Lieven Lange, Thomas Sikora	Quantized and Regularized Optimization for Coding Images Using Steered Mixtures-of-Experts.	DCC	2019	DBLP DOI BibTeX RDF
22	Patrick Schwab, Djordje Miladinovic, Walter Karlen	Granger-Causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks.	AAAI	2019	DBLP DOI BibTeX RDF
22	Faicel Chamroukhi, Bao Tuyen Huynh	Regularized Maximum Likelihood Estimation and Feature Selection in Mixtures-of-Experts Models.	CoRR	2018	DBLP BibTeX RDF
22	Patrick Schwab, Walter Karlen	Granger-causal Attentive Mixtures of Experts.	CoRR	2018	DBLP BibTeX RDF
22	Michael Tok, Rolf Jongebloed, Lieven Lange, Erik Bochinski, Thomas Sikora	An MSE Approach For Training And Coding Steered Mixtures Of Experts.	PCS	2018	DBLP DOI BibTeX RDF
22	Sam Gross, Marc'Aurelio Ranzato, Arthur Szlam	Hard Mixtures of Experts for Large Scale Weakly Supervised Vision.	CoRR	2017	DBLP BibTeX RDF
22	Laurent Orseau, Tor Lattimore, Shane Legg	Soft-Bayes: Prod for Mixtures of Experts with Log-Loss.	ALT	2017	DBLP BibTeX RDF
22	Sam Gross, Marc'Aurelio Ranzato, Arthur Szlam	Hard Mixtures of Experts for Large Scale Weakly Supervised Vision.	CVPR	2017	DBLP DOI BibTeX RDF
22	Faicel Chamroukhi	Non-Normal Mixtures of Experts.	CoRR	2015	DBLP BibTeX RDF
22	David J. Nott, Lucy Marshall, Mark Fielding, Shie-Yui Liong	Mixtures of experts for understanding model discrepancy in dynamic computer models.	Comput. Stat. Data Anal.	2014	DBLP DOI BibTeX RDF
22	Charmgil Hong, Iyad Batal, Milos Hauskrecht	A Mixtures-of-Experts Framework for Multi-Label Classification.	CoRR	2014	DBLP BibTeX RDF
22	Yan Zhou 0001, Murat Kantarcioglu	Adversarial Learning with Bayesian Hierarchical Mixtures of Experts.	SDM	2014	DBLP DOI BibTeX RDF
22	Wenxin Jiang 0003, Martin A. Tanner	Hierarchical Mixtures-of-Experts for Exponential Family Regression Models with Generalized Linear Mean Functions: A Survey of Approximation and Consistency Results	CoRR	2013	DBLP BibTeX RDF
22	Everson Verissimo, Diogo da Silva Severo, George D. C. Cavalcanti, Tsang Ing Ren	Diversity in task decomposition: A strategy for combining mixtures of experts.	IJCNN	2013	DBLP DOI BibTeX RDF
22	Christopher M. Bishop, Markus Svensén	Bayesian Hierarchical Mixtures of Experts	CoRR	2012	DBLP BibTeX RDF
22	Olivia Bluder, Michael Glavanovics, Jürgen Pilz	Applying Bayesian mixtures-of-experts models to statistical description of smart power semiconductor reliability.	Microelectron. Reliab.	2011	DBLP DOI BibTeX RDF
22	Nisar R. Ahmed, Mark E. Campbell	Variational learning of autoregressive Mixtures of Experts for fully Bayesian hybrid system identification.	ACC	2011	DBLP DOI BibTeX RDF
22	Jimmy Olsson, Jonas Ströjby	Approximation of hidden Markov models by mixtures of experts with application to particle filtering.	AISTATS	2010	DBLP BibTeX RDF
22	Ya Xue, Xiao Hu, Weizhong Yan, Hai Qiu	Learning mixtures of experts with a hybrid generative-discriminative algorithm.	IJCNN	2010	DBLP DOI BibTeX RDF
22	Petros Belsis, Kostas Fragos, Stefanos Gritzalis, Christos Skourlas	Applying effective feature selection techniques with hierarchical mixtures of experts for spam classification.	J. Comput. Secur.	2009	DBLP DOI BibTeX RDF
22	Michael J. Procopio, W. Philip Kegelmeyer, Gregory Z. Grudic, Jane Mulligan	Terrain Segmentation with On-Line Mixtures of Experts for Autonomous Robot Navigation.	MCS	2009	DBLP DOI BibTeX RDF
22	Hong-Jie Xing, Bao-Gang Hu	An adaptive fuzzy c-means clustering-based mixtures of experts model for unlabeled data classification.	Neurocomputing	2008	DBLP DOI BibTeX RDF
22	Petros Belsis, Kostas Fragos, Stefanos Gritzalis, Christos Skourlas	Applying effective feature selection techniques with hierarchical mixtures of experts for spam classification.	J. Comput. Secur.	2008	DBLP DOI BibTeX RDF
22	Clodoaldo Ap. M. Lima, André L. V. Coelho, Fernando J. Von Zuben	Hybridizing mixtures of experts with support vector machines: Investigation into nonlinear dynamic systems identification.	Inf. Sci.	2007	DBLP DOI BibTeX RDF
22	Zhiwu Lu 0001	A regularized minimum cross-entropy algorithm on mixtures of experts for time series prediction and curve detection.	Pattern Recognit. Lett.	2006	DBLP DOI BibTeX RDF
22	Sébastien Hélie, Gyslain Giguère, Denis Cousineau 0001, Robert Proulx	Using knowledge partitioning to investigate the psychological plausibility of mixtures of experts.	Artif. Intell. Rev.	2006	DBLP DOI BibTeX RDF	Function learning, Knowledge partitioning, Cognitive model, Psychology, Mixture-of-experts
22	Alexandre X. Carvalho, Martin A. Tanner	Modeling nonlinearities with mixtures-of-experts of time series models.	Int. J. Math. Math. Sci.	2006	DBLP DOI BibTeX RDF
22	H. M. S. B. Senevirathna, Katsumi Yamashita	Channel prediction for OFDMA using mixtures of experts.	Int. J. Knowl. Based Intell. Eng. Syst.	2006	DBLP DOI BibTeX RDF
22	Petros Belsis, Kostas Fragos, Stefanos Gritzalis, Christos Skourlas	SF-HME system: a hierarchical mixtures-of-experts classification system for spam filtering.	SAC	2006	DBLP DOI BibTeX RDF	hierarchical systems of experts, spam mail, machine learning
22	Mehdi Khamassi, Louis-Emmanuel Martinet, Agnès Guillot	Combining Self-organizing Maps with Mixtures of Experts: Application to an Actor-Critic Model of Reinforcement Learning in the Basal Ganglia.	SAB	2006	DBLP DOI BibTeX RDF
22	José Miguel Hernández-Lobato, Alberto Suárez 0001	Competitive and Collaborative Mixtures of Experts for Financial Risk Analysis.	ICANN (2)	2006	DBLP DOI BibTeX RDF
22	Yang Ge, Wenxin Jiang 0003	A note on mixtures of experts for multiclass responses: approximation rate and Consistent Bayesian Inference.	ICML	2006	DBLP DOI BibTeX RDF
22	Alexandre X. Carvalho, Martin A. Tanner	Mixtures-of-experts of autoregressive time series: asymptotic normality and model specification.	IEEE Trans. Neural Networks	2005	DBLP DOI BibTeX RDF
22	Gerhard Paass, Jörg Kindermann	Bayesian regression mixtures of experts for geo-referenced data.	Intell. Data Anal.	2003	DBLP BibTeX RDF
22	Alexandre X. Carvalho, Martin A. Tanner	Hypothesis testing in mixtures-of-experts of generalized linear time series.	CIFEr	2003	DBLP DOI BibTeX RDF
22	Christopher M. Bishop, Markus Svensén	Bayesian Hierarchical Mixtures of Experts.	UAI	2003	DBLP BibTeX RDF
22	André L. V. Coelho, Clodoaldo Ap. M. Lima, Fernando J. Von Zuben	Hybrid genetic training of gated mixtures of experts for nonlinear time series forecasting.	SMC	2003	DBLP DOI BibTeX RDF
22	Wenxin Jiang 0003, Martin A. Tanner	On the asymptotic normality of hierarchical mixtures-of-experts for generalized linear models.	IEEE Trans. Inf. Theory	2000	DBLP DOI BibTeX RDF
22	V. Paraskevopoulos, Chris R. Chatwin, Malcolm I. Heywood	Continuous Optimal Controllers Using Hierarchical Mixtures of Experts.	IJCNN (4)	2000	DBLP DOI BibTeX RDF
22	Wenxin Jiang 0003, Martin A. Tanner	On the Approximation Rate of Hierarchical Mixtures-of-Experts for Generalized Linear Models.	Neural Comput.	1999	DBLP DOI BibTeX RDF
22	Wenxin Jiang 0003, Martin A. Tanner	On the identifiability of mixtures-of-experts.	Neural Networks	1999	DBLP DOI BibTeX RDF
22	Peter Walter, Ingo Elsen, Holger Müller, Karl-Friedrich Kraiss	3D object recognition with a specialized mixtures of experts architecture.	IJCNN	1999	DBLP DOI BibTeX RDF
22	Wenxin Jiang 0003, Martin A. Tanner	Hierarchical mixtures-of-experts for generalized linear models: some results on denseness and consistency.	AISTATS	1999	DBLP BibTeX RDF
22	Assaf J. Zeevi, Ron Meir, Vitaly Maiorov	Error Bounds for Functional Approximation and Estimation Using Mixtures of Experts.	IEEE Trans. Inf. Theory	1998	DBLP DOI BibTeX RDF
22	Wenxin Jiang 0003, Martin A. Tanner	Hierarchical Mixtures-of-Experts for Exponential Family Regression Models with Generalized Linear Mean Functions: A Survey of Approximation and Consistency Results.	UAI	1998	DBLP BibTeX RDF
22	Robert A. Jacobs	Bias/Variance Analyses of Mixtures-of-Experts Architectures.	Neural Comput.	1997	DBLP DOI BibTeX RDF
22	Robert A. Jacobs, Fengchun Peng, Martin A. Tanner	A Bayesian Approach to Model Selection in Hierarchical Mixtures-of-Experts Architectures.	Neural Networks	1997	DBLP DOI BibTeX RDF
22	Ke Chen 0001, Huisheng Chi	A modified mixtures of experts architecture for classification with diverse features.	ICNN	1997	DBLP DOI BibTeX RDF
22	Perry Moerland	Mixtures of Experts Estimate A Posteriori Probabilities.	ICANN	1997	DBLP DOI BibTeX RDF
22	Jürgen Fritsch, Michael Finke, Alex Waibel	Adaptively Growing Hierarchical Mixtures of Experts.	NIPS	1996	DBLP BibTeX RDF
22	Ernest Wan, Don Bone	Interpolating Earth-science Data using RBF Networks and Mixtures of Experts.	NIPS	1996	DBLP BibTeX RDF
22	Assaf J. Zeevi, Ron Meir, Robert J. Adler	Time Series Prediction using Mixtures of Experts.	NIPS	1996	DBLP BibTeX RDF
22	Michael I. Jordan, Lei Xu 0001	Convergence results for the EM approach to mixtures of experts architectures.	Neural Networks	1995	DBLP DOI BibTeX RDF
22	Ying Zhao 0006, Richard M. Schwartz, Jason J. Sroka, John Makhoul	Hierarchical mixtures of experts methodology applied to continuous speech recognition.	ICASSP	1995	DBLP DOI BibTeX RDF
22	Satoshi Yamaguchi, Hidekiyo Itakura, Yoshikazu Nishikawa	An inverse model learning algorithm using the hierarchical mixtures of experts.	ICNN	1995	DBLP DOI BibTeX RDF
22	Steve R. Waterhouse, David J. C. MacKay, Anthony J. Robinson	Bayesian Methods for Mixtures of Experts.	NIPS	1995	DBLP BibTeX RDF
22	Marina Meila, Michael I. Jordan	Learning Fine Motion by Markov Mixtures of Experts.	NIPS	1995	DBLP BibTeX RDF
22	Steve R. Waterhouse, Anthony J. Robinson	Constructive Algorithms for Hierarchical Mixtures of Experts.	NIPS	1995	DBLP BibTeX RDF
22	Michael I. Jordan, Robert A. Jacobs	Hierarchical Mixtures of Experts and the EM Algorithm.	Neural Comput.	1994	DBLP DOI BibTeX RDF
22	Lei Xu 0001, Michael I. Jordan, Geoffrey E. Hinton	An Alternative Model for Mixtures of Experts.	NIPS	1994	DBLP BibTeX RDF
22	Ying Zhao 0006, Richard M. Schwartz, Jason J. Sroka, John Makhoul	Hierarchical Mixtures of Experts Methodology Applied to Continuous Speech Recognition.	NIPS	1994	DBLP BibTeX RDF
22	Steve R. Waterhouse, Anthony J. Robinson	Non-linear Prediction of Acoustic Vectors Using Hierarchical Mixtures of Experts.	NIPS	1994	DBLP BibTeX RDF
17	Cristian Sminchisescu	3D Human Motion Analysis in Monocular Video Techniques and Challenges.	AVSS	2006	DBLP DOI BibTeX RDF
17	Laurence Cornez, Manuel Samuelides, Jean-Denis Muller	Neuro-Fuzzy Inference System to Learn Expert Decision: Between Performance and Intelligibility.	FSKD (2)	2005	DBLP DOI BibTeX RDF
12	Jan Drugowitsch, Alwyn Barry	A Principled Foundation for LCS.	IWLCS	2007	DBLP DOI BibTeX RDF
12	H. M. S. B. Senevirathna, Katsumi Yamashita, Hai Lin 0001	Self organizing map based channel prediction for OFDMA.	ISCAS (3)	2005	DBLP DOI BibTeX RDF