Search results for "ensembles"

Hits ?▲	Authors	Title	Venue	Year	Link
10	Amrit Nagarajan, Jacob R. Stevens, Anand Raghunathan	Efficient ensembles of graph neural networks.	DAC	2022	DBLP DOI BibTeX RDF
10	Pouria Tohidi, Samuel W. Remedios, Danielle L. Greenman, Muhan Shao, Shuo Han 0001, Blake E. Dewey, Jacob C. Reinhold, Yi-Yu Chou, Dzung L. Pham, Jerry L. Prince, Aaron Carass	Multiple Sclerosis brain lesion segmentation with different architecture ensembles.	Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging	2022	DBLP DOI BibTeX RDF
10	Maksim Velikanov, Roman V. Kail, Ivan Anokhin, Roman Vashurin, Maxim Panov, Alexey Zaytsev 0002, Dmitry Yarotsky	Embedded Ensembles: infinite width limit and operating regimes.	AISTATS	2022	DBLP BibTeX RDF
10	Luis A. Ortega, Rafael Cabañas 0001, Andrés R. Masegosa	Diversity and Generalization in Neural Network Ensembles.	AISTATS	2022	DBLP BibTeX RDF
10	Oskar Kviman, Harald Melin, Hazal Koptagel, Victor Elvira, Jens Lagergren	Multiple Importance Sampling ELBO and Deep Ensembles of Variational Approximations.	AISTATS	2022	DBLP BibTeX RDF
10	David Grethlein	Extracting Sections of Simulated Driving Routes that Elicit Driving Responses Predictive of ADHD via Recursively Constructed Ensembles.	FLAIRS	2022	DBLP DOI BibTeX RDF
10	Bishshoy Das, Sumantra Dutta Roy	Knowledge Diversification in Ensembles of Identical Neural Networks.	BMVC	2022	DBLP BibTeX RDF
10	Qinglan Fan, Ying Bi, Bing Xue 0001, Mengjie Zhang 0001	Evolving Effective Ensembles for Image Classification Using Multi-objective Multi-tree Genetic Programming.	AI	2022	DBLP DOI BibTeX RDF
10	Marzieh Ajirak, Yuhao Liu 0002, Petar M. Djuric	Ensembles of Gaussian process latent variable models.	EUSIPCO	2022	DBLP BibTeX RDF
10	Vincenzo Dentamaro, Vincenzo Gattulli, Paolo Giglio, Donato Impedovo, Giuseppe Pirlo	Human Description in the Wild: Description of the Scene with Ensembles of AI Models.	S+SSPR	2022	DBLP DOI BibTeX RDF
10	Pierrick Pochelu, Bruno Conche, Serge G. Petiton	Distributed Ensembles of Reinforcement Learning Agents for Electricity Control.	COINS	2022	DBLP DOI BibTeX RDF
10	Lara Harren	Investigating deep ensembles for the tilted-wave interferometer.		2022	RDF
10	Anna Pia Lohfink	Comparative Uncertainty Visualization for High-Level Analysis of Scalar- and Vector-Valued Ensembles.		2022	RDF
10	Christopher P. Kappe	Visual Analysis of Variability and Features of Climate Simulation Ensembles.		2022	RDF
10	Jonas Sénizergues	Ensembles indépendants et au-delà, à travers le prisme des systèmes distribués et des graphes colorés. (Independent sets and beyond, through the prism of distributed systems and colored graphs).		2022	RDF
10	Jérémie Schertzer	Exploiting modern GPUs architecture for real-time rendering of massive line sets. (Exploitation de l'architecture moderne des cartes graphiques pour le rendu temps-réel de grands ensembles de lignes).		2022	RDF
10	Marcel da Câmara Ribeiro-Dantas	Learning interpretable causal networks from very large datasets, application to 400,000 medical records of breast cancer patients. (Apprentissage de réseaux causaux interprétables à partir de très grands ensembles de données, application à 400 000 dossiers médicaux de patients atteints d'un cancer du sein).		2022	RDF
10	Guanlin He	Parallel algorithms for clustering large datasets on CPU-GPU heterogeneous architectures. (Algorithmes parallèles de clustering de grands ensembles de données pour architectures hétérogènes CPU-GPU).		2022	RDF
10	János Tóth	Efficient Parameter Optimization of Ensembles in Medical Image Analysis		2022	RDF
10	Isabel Haasler, Yongxin Chen, Johan Karlsson	Optimal Steering of Ensembles With Origin-Destination Constraints.	IEEE Control. Syst. Lett.	2021	DBLP DOI BibTeX RDF
10	Connor Glosser, Elliot Lu, T. J. Bertus, Carlo Piermarocchi, Balasubramaniam Shanker	Acceleration techniques for semiclassical Maxwell-Bloch systems: An application to discrete quantum dot ensembles.	Comput. Phys. Commun.	2021	DBLP DOI BibTeX RDF
10	Philippe du Jardin	Forecasting bankruptcy using biclustering and neural network-based ensembles.	Ann. Oper. Res.	2021	DBLP DOI BibTeX RDF
10	Evgeny Bryndin	Simulation of Creative Manifestation by Functional Ensembles of Intellectual Agents Based on Live Information in Various Spheres of Life Activity.	Netw. Commun. Technol.	2021	DBLP DOI BibTeX RDF
10	Hanyuan Hang, Zhouchen Lin, Xiaoyu Liu, Hongwei Wen	Histogram Transform Ensembles for Large-scale Regression.	J. Mach. Learn. Res.	2021	DBLP BibTeX RDF
10	Ying Bi, Bing Xue 0001, Mengjie Zhang 0001	A Divide-and-Conquer Genetic Programming Algorithm With Ensembles for Image Classification.	IEEE Trans. Evol. Comput.	2021	DBLP DOI BibTeX RDF
10	Jehyeok Rew, Yongjang Cho, Eenjun Hwang	A Robust Prediction Model for Species Distribution Using Bagging Ensembles with Deep Neural Networks.	Remote. Sens.	2021	DBLP DOI BibTeX RDF
10	Jakub Nalepa, Michal Myller, Lukasz Tulczyjew, Michal Kawulok	Deep Ensembles for Hyperspectral Image Data Classification and Unmixing.	Remote. Sens.	2021	DBLP DOI BibTeX RDF
10	Martina Pastorino, Alessandro Montaldo, Luca Fronda, Ihsen Hedhli, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia	Multisensor and Multiresolution Remote Sensing Image Classification through a Causal Hierarchical Markov Framework and Decision Tree Ensembles.	Remote. Sens.	2021	DBLP DOI BibTeX RDF
10	Guillaume Gautier, Rémi Bardenet, Michal Valko	Fast sampling from β-ensembles.	Stat. Comput.	2021	DBLP DOI BibTeX RDF
10	Rico Blaser, Piotr Fryzlewicz	Regularizing axis-aligned ensembles via data rotations that favor simpler learners.	Stat. Comput.	2021	DBLP DOI BibTeX RDF
10	Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger	Improving the performance of bagging ensembles for data streams through mini-batching.	Inf. Sci.	2021	DBLP DOI BibTeX RDF
10	Francisco Javier Pulgar, Francisco Charte, Antonio J. Rivera, María José del Jesus	ClEnDAE: A classifier based on ensembles with built-in dimensionality reduction through denoising autoencoders.	Inf. Sci.	2021	DBLP DOI BibTeX RDF
10	Yongquan Yang, Haijun Lv, Ning Chen, Yang Wu 0001, Jiayi Zheng, Zhongxi Zheng	Local minima found in the subparameter space can be effective for ensembles of deep convolutional neural networks.	Pattern Recognit.	2021	DBLP DOI BibTeX RDF
10	Jiong Wu, Xiaoying Tang 0001	Brain segmentation based on multi-atlas and diffeomorphism guided 3D fully convolutional network ensembles.	Pattern Recognit.	2021	DBLP DOI BibTeX RDF
10	Sertan Serte, Ali Serener	Graph-based saliency and ensembles of convolutional neural networks for glaucoma detection.	IET Image Process.	2021	DBLP DOI BibTeX RDF
10	Sara Atito Ali Ahmed, Cemre Zor, Muhammad Awais 0001, Berrin A. Yanikoglu, Josef Kittler	Deep Convolutional Neural Network Ensembles Using ECOC.	IEEE Access	2021	DBLP DOI BibTeX RDF
10	Konstantinos Nikolaidis, Thomas Plagemann, Stein Kristiansen, Vera Goebel, Mohan S. Kankanhalli	Using Under-Trained Deep Ensembles to Learn Under Extreme Label Noise: A Case Study for Sleep Apnea Detection.	IEEE Access	2021	DBLP DOI BibTeX RDF
10	Seng Zian, Sameem Abdul Kareem, Kasturi Dewi Varathan	An Empirical Evaluation of Stacked Ensembles With Different Meta-Learners in Imbalanced Classification.	IEEE Access	2021	DBLP DOI BibTeX RDF
10	Karl Thurnhofer-Hemsi, Ezequiel López-Rubio, Enrique Domínguez, David A. Elizondo	Skin Lesion Classification by Ensembles of Deep Convolutional Networks and Regularly Spaced Shifting.	IEEE Access	2021	DBLP DOI BibTeX RDF
10	Smita Khade, Shilpa Gite, Sudeep D. Thepade, Biswajeet Pradhan, Abdullah M. Alamri	Detection of Iris Presentation Attacks Using Hybridization of Discrete Cosine Transform and Haar Transform With Machine Learning Classifiers and Ensembles.	IEEE Access	2021	DBLP DOI BibTeX RDF
10	Paulo S. G. de Mattos Neto, Paulo Renato A. Firmino, Hugo Siqueira 0001, Yara de Souza Tadano, Thiago Antonini Alves, João Fausto Lorenzato de Oliveira, Manoel Henrique da Nobrega Marinho, Francisco Madeiro	Neural-Based Ensembles for Particulate Matter Forecasting.	IEEE Access	2021	DBLP DOI BibTeX RDF
10	Wei Shiung Liew, Chu Kiong Loo, Stefan Wermter	Emotion Recognition Using Explainable Genetically Optimized Fuzzy ART Ensembles.	IEEE Access	2021	DBLP DOI BibTeX RDF
10	Sergey V. Vychegzhanin, Evgeny V. Kotelnikov	A New Method for Stance Detection Based on Feature Selection Techniques and Ensembles of Classifiers.	IEEE Access	2021	DBLP DOI BibTeX RDF
10	Xiaoling Tao, Yang Peng, Feng Zhao 0002, Changsong Yang, Baohua Qiang, Yufeng Wang 0011, Zuobin Xiong	Gated recurrent unit-based parallel network traffic anomaly detection using subagging ensembles.	Ad Hoc Networks	2021	DBLP DOI BibTeX RDF
10	Alexei M. Nikitin, Vladislava Milchevskaya, Alexander Lyubartsev	To the fast calculation of the solvation free energy. Combining expanded ensembles with L2MC.	J. Comput. Chem.	2021	DBLP DOI BibTeX RDF
10	Akanksha Mukhriya, Rajeev Kumar 0004	Building outlier detection ensembles by selective parameterization of heterogeneous methods.	Pattern Recognit. Lett.	2021	DBLP DOI BibTeX RDF
10	Adamantios Zaras, Nikolaos Passalis, Anastasios Tefas	Improving knowledge distillation using unified ensembles of specialized teachers.	Pattern Recognit. Lett.	2021	DBLP DOI BibTeX RDF
10	Tie Qiu 0001, Min Zhang, Xize Liu, Jing Liu, Chen Chen 0006, Wenbing Zhao 0001	A Directed Edge Weight Prediction Model Using Decision Tree Ensembles in Industrial Internet of Things.	IEEE Trans. Ind. Informatics	2021	DBLP DOI BibTeX RDF
10	Perle Møhl	Seeing threats, sensing flesh: human-machine ensembles at work.	AI Soc.	2021	DBLP DOI BibTeX RDF
10	Taro Langner, Fredrik K. Gustafsson, Benny Avelin, Robin Strand, Håkan Ahlström, Joel Kullberg	Uncertainty-aware body composition analysis with deep regression ensembles on UK Biobank MRI.	Comput. Medical Imaging Graph.	2021	DBLP DOI BibTeX RDF
10	Linling Tang, Qian Lei, Weizhe Liu, Xiaoling Chen, Yuan Zhang, Xiaobin Cai, Fang Chen	Optimization of Multi-Ecosystem Model Ensembles to Simulate Vegetation Growth at the Global Scale.	IEEE Trans. Geosci. Remote. Sens.	2021	DBLP DOI BibTeX RDF
10	Mohamed Hosni, Ali Idri, Alain Abran	On the value of filter feature selection techniques in homogeneous ensembles effort estimation.	J. Softw. Evol. Process.	2021	DBLP DOI BibTeX RDF
10	Dmitry V. Zankov, Mariia Matveieva, Aleksandra V. Nikonenko, Ramil I. Nugmanov, Igor I. Baskin, Alexandre Varnek, Pavel G. Polishchuk, Timur I. Madzhidov	QSAR Modeling Based on Conformation Ensembles Using a Multi-Instance Learning Approach.	J. Chem. Inf. Model.	2021	DBLP DOI BibTeX RDF
10	Francisco Javier Gil Gala, Carlos Mencía, María R. Sierra, Ramiro Varela	Learning ensembles of priority rules for online scheduling by hybrid evolutionary algorithms.	Integr. Comput. Aided Eng.	2021	DBLP DOI BibTeX RDF
10	Lu Hong, P. J. Lamberson, Scott E. Page	Hybrid Predictive Ensembles: Synergies Between Human and Computational Forecasts.	J. Soc. Comput.	2021	DBLP DOI BibTeX RDF
10	Ying Bi, Bing Xue 0001, Mengjie Zhang 0001	Genetic Programming With a New Representation to Automatically Learn Features and Evolve Ensembles for Image Classification.	IEEE Trans. Cybern.	2021	DBLP DOI BibTeX RDF
10	Heitor Murilo Gomes, Jesse Read, Albert Bifet, Robert J. Durrant	Learning from evolving data streams through ensembles of random patches.	Knowl. Inf. Syst.	2021	DBLP DOI BibTeX RDF
10	Lucia Minah Yang, Ian G. Grooms	Machine learning techniques to construct patched analog ensembles for data assimilation.	J. Comput. Phys.	2021	DBLP DOI BibTeX RDF
10	Flavio Ponzina, Miguel Peón Quirós, Andreas Burg, David Atienza	E2CNNs: Ensembles of Convolutional Neural Networks to Improve Robustness Against Memory Errors in Edge-Computing Devices.	IEEE Trans. Computers	2021	DBLP DOI BibTeX RDF
10	Romina Molina, Fernando Loor, Veronica Gil-Costa, Franco Maria Nardini, Raffaele Perego 0001, Salvatore Trani	Efficient traversal of decision tree ensembles with FPGAs.	J. Parallel Distributed Comput.	2021	DBLP DOI BibTeX RDF
10	Pablo Ormeño, Marcelo Mendoza, Carlos Valle	Topic Models Ensembles for AD-HOC Information Retrieval.	Inf.	2021	DBLP DOI BibTeX RDF
10	Duc C. Le, Nur Zincir-Heywood	Anomaly Detection for Insider Threats Using Unsupervised Ensembles.	IEEE Trans. Netw. Serv. Manag.	2021	DBLP DOI BibTeX RDF
10	Eva García-Martín, Albert Bifet, Niklas Lavesson	Energy modeling of Hoeffding tree ensembles.	Intell. Data Anal.	2021	DBLP DOI BibTeX RDF
10	Feng Zhang 0023, Wendong Wang, Jingyao Hou, Jianjun Wang 0003, Jianwen Huang	Tensor restricted isometry property analysis for a large class of random measurement ensembles.	Sci. China Inf. Sci.	2021	DBLP DOI BibTeX RDF
10	Sylvain Träger, Giorgio Tamò, Deniz Aydin, Giulia Fonti, Martina Audagnotto, Matteo Dal Peraro	CLoNe: automated clustering based on local density neighborhoods for application to biomolecular structural ensembles.	Bioinform.	2021	DBLP DOI BibTeX RDF
10	Mikhail E. Sukhoparov, Ilya S. Lebedev	Application of Ensembles of Neural Networks Trained on Unbalanced Samples for Analyzing Statuses of IoT Devices.	Autom. Control. Comput. Sci.	2021	DBLP DOI BibTeX RDF
10	Stefano Calzavara, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando 0001	Feature partitioning for robust tree ensembles and their certification in adversarial scenarios.	EURASIP J. Inf. Secur.	2021	DBLP DOI BibTeX RDF
10	Eshed Ram, Yuval Cassuto	Design of Bilayer and Multi-Layer LDPC Ensembles From Individual Degree Distributions.	IEEE Trans. Inf. Theory	2021	DBLP DOI BibTeX RDF
10	Yue M. Lu	Householder Dice: A Matrix-Free Algorithm for Simulating Dynamics on Gaussian and Random Orthogonal Ensembles.	IEEE Trans. Inf. Theory	2021	DBLP DOI BibTeX RDF
10	Serena Lutong Wang, Maya R. Gupta, Seungil You	Quit When You Can: Efficient Evaluation of Ensembles by Optimized Ordering.	ACM J. Emerg. Technol. Comput. Syst.	2021	DBLP DOI BibTeX RDF
10	Mário Popolin Neto, Fernando V. Paulovich	Explainable Matrix - Visualization for Global and Local Interpretability of Random Forest Classification Ensembles.	IEEE Trans. Vis. Comput. Graph.	2021	DBLP DOI BibTeX RDF
10	Gabriele Tolomei, Fabrizio Silvestri	Generating Actionable Interpretations from Ensembles of Decision Trees.	IEEE Trans. Knowl. Data Eng.	2021	DBLP DOI BibTeX RDF
10	Xianxue Yu, Guoxian Yu, Jun Wang 0035, Carlotta Domeniconi	Co-Clustering Ensembles Based on Multiple Relevance Measures.	IEEE Trans. Knowl. Data Eng.	2021	DBLP DOI BibTeX RDF
10	Filippo Pellegrino	Factor-augmented tree ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Yanqiu Wu 0002, Xinyue Chen, Che Wang, Yiming Zhang 0010, Zijian Zhou, Keith W. Ross	Aggressive Q-Learning with Ensembles: Achieving Both High Sample Efficiency and High Asymptotic Performance.	CoRR	2021	DBLP BibTeX RDF
10	Francesco D'Angelo, Vincent Fortuin	Repulsive Deep Ensembles are Bayesian.	CoRR	2021	DBLP BibTeX RDF
10	Andreas Bock, Colin J. Cotter	Learning landmark geodesics using Kalman ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Lily Davies, Marta Baldracchi, Carlo Alessandro Borella, Konstantinos Perifanos	Transformer Ensembles for Sexism Detection.	CoRR	2021	DBLP BibTeX RDF
10	Yuejun Guo 0001, Qiang Hu, Maxime Cordy, Michail Papadakis, Yves Le Traon	MUTEN: Boosting Gradient-Based Adversarial Attacks via Mutant-Based Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Tomás Bures, Ilias Gerostathopoulos, Petr Hnetynka, Jan Pacovský	Forming Ensembles at Runtime: A Machine Learning Approach.	CoRR	2021	DBLP BibTeX RDF
10	Luis A. Ortega, Rafael Cabañas 0001, Andrés R. Masegosa	Diversity and Generalization in Neural Network Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Hao Xue 0001, Flora D. Salim	Exploring Self-Supervised Representation Ensembles for COVID-19 Cough Classification.	CoRR	2021	DBLP BibTeX RDF
10	Zhihua Wang 0002, Dingquan Li, Kede Ma	Semi-Supervised Deep Ensembles for Blind Image Quality Assessment.	CoRR	2021	DBLP BibTeX RDF
10	Thomas W. Campbell, Heinrich Roder, Robert W. Georgantas III, Joanna Roder	Exact Shapley Values for Local and Model-True Explanations of Decision Tree Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Taro Langner, Fredrik K. Gustafsson, Benny Avelin, Robin Strand, Håkan Ahlström, Joel Kullberg	Uncertainty-Aware Body Composition Analysis with Deep Regression Ensembles on UK Biobank MRI.	CoRR	2021	DBLP BibTeX RDF
10	Argyrios S. Vartholomaios, Stamatis Karlos, Eleftherios Kouloumpris, Grigorios Tsoumakas	Short-term Renewable Energy Forecasting in Greece using Prophet Decomposition and Tree-based Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Axel Parmentier, Thibaut Vidal	Optimal Counterfactual Explanations in Tree Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Sebastian Buschjäger, Sibylle Hess, Katharina Morik	Shrub Ensembles for Online Classification.	CoRR	2021	DBLP BibTeX RDF
10	Lucia Minah Yang, Ian G. Grooms	Machine Learning Techniques to Construct Patched Analog Ensembles for Data Assimilation.	CoRR	2021	DBLP BibTeX RDF
10	Julia Wolleb, Robin Sandkühler, Florentin Bieder, Philippe Valmaggia, Philippe C. Cattin	Diffusion Models for Implicit Image Segmentation Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Bram Wallace, Devansh Arpit, Huan Wang, Caiming Xiong	Learning Rich Nearest Neighbor Representations from Self-supervised Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Xiaolin Chen, Shuai Zhou, Kai Yang, Hao Fan, Zejin Feng, Zhong Chen, Hu Wang, Yongji Wang 0002	Fed-EINI: An Efficient and Interpretable Inference Framework for Decision Tree Ensembles in Federated Learning.	CoRR	2021	DBLP BibTeX RDF
10	Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger	Improving the performance of bagging ensembles for data streams through mini-batching.	CoRR	2021	DBLP BibTeX RDF
10	Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando 0001, Raffaele Perego 0001, Salvatore Trani	Learning Early Exit Strategies for Additive Ranking Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Pola Lydia Lagari, Lefteri H. Tsoukalas, Salar Safarkhani, Isaac E. Lagaris	Eliminating Multicollinearity Issues in Neural Network Ensembles: Incremental, Negatively Correlated, Optimal Convex Blending.	CoRR	2021	DBLP BibTeX RDF
10	Loris Nanni, Gianluca Maguolo, Sheryl Brahnam, Michelangelo Paci	Comparison of different convolutional neural network activation functions and methods for building ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Boshko Koloski, Timen Stepisnik Perdih, Marko Robnik-Sikonja, Senja Pollak, Blaz Skrlj	Knowledge Graph informed Fake News Classification via Heterogeneous Representation Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	David Bouget, André Pedersen, Johanna Vanel, Håkon Olav Leira, Thomas Langø	Mediastinal lymph nodes segmentation using 3D convolutional neural network ensembles and anatomical priors guiding.	CoRR	2021	DBLP BibTeX RDF
10	Alexandre Ramé, Matthieu Cord	DICE: Diversity in Deep Ensembles via Conditional Redundancy Adversarial Estimation.	CoRR	2021	DBLP BibTeX RDF
10	Cuong Tran 0007, My H. Dinh, Kyle Beiter, Ferdinando Fioretto	A Fairness Analysis on Private Aggregation of Teacher Ensembles.	CoRR	2021	DBLP BibTeX RDF