Search results for "ensembles"

Hits ?▲	Authors	Title	Venue	Year	Link
10	Francesco Folino, Gianluigi Folino, Massimo Guarascio 0001, Luigi Pontieri	Combining Active Learning and Fast DNN Ensembles for Process Deviance Discovery.	ISMIS	2022	DBLP DOI BibTeX RDF
10	Robert H. Frye, David C. Wilson	Granular Emotion Detection in Social Media Using Multi-Discipline Ensembles.	ISMIS	2022	DBLP DOI BibTeX RDF
10	Chun Long, Jianping Xiao, Jinxia Wei, Jing Zhao, Wei Wan, Guanyao Du	Autoencoder ensembles for network intrusion detection.	ICACT	2022	DBLP DOI BibTeX RDF
10	Rajeev Sahay, Gabriel C. Birch, Jaclynn J. Stubbs, Christopher G. Brinton	Uncertainty Quantification-Based Unmanned Aircraft System Detection using Deep Ensembles.	VTC Spring	2022	DBLP DOI BibTeX RDF
10	Xuan Luo, Nan Zhu, Ning Wang, Ling Wang, Jiajia Yang, Chenguang Zheng	Predictive Coding of Hippocampal Place Cell Ensembles during Early Phase of Spatial Decision-making.	ICBBE	2022	DBLP DOI BibTeX RDF
10	Dymitr Ruta, Ming Liu, Ling Cen, Quang Hieu Vu	Diversified gradient boosting ensembles for prediction of the cost of forwarding contracts.	FedCSIS	2022	DBLP DOI BibTeX RDF
10	Sam Powers, Eliot Xing, Abhinav Gupta 0001	Self-Activating Neural Ensembles for Continual Reinforcement Learning.	CoLLAs	2022	DBLP BibTeX RDF
10	Cedrique Rovile Njieutcheu Tassi, Anko Börner, Rudolph Triebel	Regularization Strength Impact on Neural Network Ensembles.	ACAI	2022	DBLP DOI BibTeX RDF
10	Alessandro Cilardo, Vincenzo Maisto, Nicola Mazzocca, Franca Rocco di Torrepadula	A Proposal for FPGA-Accelerated Deep Learning Ensembles in MPSoC Platforms Applied to Malware Detection.	QUATIC	2022	DBLP DOI BibTeX RDF
10	Rolf Hennicker, Alexander Knapp, Martin Wirsing	Epistemic Ensembles.	ISoLA (3)	2022	DBLP DOI BibTeX RDF
10	Ilya Shashkov, Alexey Zaytsev 0002, Nikita Balabin, Evgeny Burnaev	Transfer learning for ensembles: reducing computation time and keeping the diversity.	AIPR	2022	DBLP DOI BibTeX RDF
10	David Groß, Michaela Klauck, Timo P. Gros, Marcel Steinmetz, Jörg Hoffmann 0001, Stefan Gumhold	Glyph-Based Visual Analysis of Q-Leaning Based Action Policy Ensembles on Racetrack.	IV	2022	DBLP DOI BibTeX RDF
10	Alexandru Tifrea, Eric Stavarache, Fanny Yang	Semi-supervised novelty detection using ensembles with regularized disagreement.	UAI	2022	DBLP BibTeX RDF
10	Ananya Kumar, Tengyu Ma 0001, Percy Liang, Aditi Raghunathan	Calibrated ensembles can mitigate accuracy tradeoffs under distribution shift.	UAI	2022	DBLP BibTeX RDF
10	Felix Last, Ceren Yeni, Ulf Schlichtmann	Differentially Evolving Memory Ensembles: Pareto Optimization based on Computational Intelligence for Embedded Memories on a System Level.	ASP-DAC	2022	DBLP DOI BibTeX RDF
10	Nicolas Resch, Chen Yuan 0003	Threshold Rates of Code Ensembles: Linear Is Best.	ICALP	2022	DBLP DOI BibTeX RDF
10	Alexander Campbell, Lorena Qendro, Pietro Liò, Cecilia Mascolo	Robust and Efficient Uncertainty Aware Biosignal Classification via Early Exit Ensembles.	ICASSP	2022	DBLP DOI BibTeX RDF
10	Lorena Qendro, Cecilia Mascolo	Towards Adversarial Robustness with Early Exit Ensembles.	EMBC	2022	DBLP DOI BibTeX RDF
10	Saskia Senn, M. L. Tlachac, Ricardo Flores, Elke A. Rundensteiner	Ensembles of BERT for Depression Classification.	EMBC	2022	DBLP DOI BibTeX RDF
10	Angelo Ziletti, Alan Akbik, Christoph Berns, Thomas Herold, Marion Legler, Martina Viell	Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning.	NAACL-HLT (Industry Papers)	2022	DBLP DOI BibTeX RDF
10	Julia Wolleb, Robin Sandkühler, Florentin Bieder, Philippe Valmaggia, Philippe C. Cattin	Diffusion Models for Implicit Image Segmentation Ensembles.	MIDL	2022	DBLP BibTeX RDF
10	Stepán Balcar, Ladislav Peska, Peter Vojtás	Hierarchical Portfolios in Recommender Ecosystems: Multi-level aggregations of heterogeneous ensembles integrating long-term and short-term motivations.	ICCAI	2022	DBLP DOI BibTeX RDF
10	Shibal Ibrahim, Hussein Hazimeh 0001, Rahul Mazumder	Flexible Modeling and Multitask Learning using Differentiable Tree Ensembles.	KDD	2022	DBLP DOI BibTeX RDF
10	Afees Adegoke Odebode, Allan Tucker, Mahir Arzoky, Stephen Swift	Estimating the Optimal Number of Clusters from Subsets of Ensembles.	DATA	2022	DBLP DOI BibTeX RDF
10	Konstantinos D. Polyzos, Qin Lu 0002, Georgios B. Giannakis	Active Sampling over Graphs for Bayesian Reconstruction with Gaussian Ensembles.	IEEECONF	2022	DBLP DOI BibTeX RDF
10	Till Köster, Leon Herrmann, Philipp Andelfinger, Adelinde M. Uhrmacher	GPU-Accelerated Simulation Ensembles of Stochastic Reaction Networks.	WSC	2022	DBLP DOI BibTeX RDF
10	Leonardo Henrique Da Costa Longo, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento, Luiz Fernando Segato dos Santos, Guilherme Freire Roberto, Leandro Alves Neves	Ensembles of fractal descriptors with multiple deep learned features for classification of histological images.	IWSSIP	2022	DBLP DOI BibTeX RDF
10	Dominik Vietinghoff, Michael Böttinger, Gerik Scheuermann, Christian Heine 0002	Detecting Critical Points in 2D Scalar Field Ensembles Using Bayesian Inference.	PacificVis	2022	DBLP DOI BibTeX RDF
10	Samuel Alexander Stein, Nathan Wiebe, James A. Ang, Ang Li 0006	Improving Variational Quantum Algorithms performance through Weighted Quantum Ensembles.	IPDPS Workshops	2022	DBLP DOI BibTeX RDF
10	Alexander Brace, Igor Yakushin, Heng Ma, Anda Trifan, Todd S. Munson, Ian T. Foster, Arvind Ramanathan, Hyungro Lee, Matteo Turilli, Shantenu Jha	Coupling streaming AI and HPC ensembles to achieve 100-1000× faster biomolecular simulations.	IPDPS	2022	DBLP DOI BibTeX RDF
10	Stephen Allen, Robert Shorten	Electric Vehicle Ensembles for Quality of Service Based Mitigation of Renewable Production Risk.	ICCVE	2022	DBLP DOI BibTeX RDF
10	Phat T. Tran Truong, Tran Khanh Dang	pPATE: A Pragmatic Private Aggregation of Teacher Ensembles Framework by Sparse Vector Technique Based Differential Privacy, Paillier Cryptosystem and Human-in-the-loop.	FDSE (CCIS Volume)	2022	DBLP DOI BibTeX RDF
10	Florent Berthaut, Luke Dahl	The Effect of Visualisation Level and Situational Visibility in Co-located Digital Musical Ensembles.	NIME	2022	DBLP DOI BibTeX RDF
10	Anthony T. Marasco	Approaching the Norns Shield as a Laptop Alternative for Democratizing Music Technology Ensembles.	NIME	2022	DBLP DOI BibTeX RDF
10	Tim Whitaker, Darrell Whitley	Prune and Tune Ensembles: Low-Cost Ensemble Learning with Sparse Independent Subnetworks.	AAAI	2022	DBLP DOI BibTeX RDF
10	Alexey Ignatiev, Yacine Izza, Peter J. Stuckey, João Marques-Silva 0001	Using MaxSAT for Efficient Explanations of Tree Ensembles.	AAAI	2022	DBLP DOI BibTeX RDF
10	Ana Lucic, Harrie Oosterhuis, Hinda Haned, Maarten de Rijke	FOCUS: Flexible Optimizable Counterfactual Explanations for Tree Ensembles.	AAAI	2022	DBLP DOI BibTeX RDF
10	Hayden McTavish, Chudi Zhong, Reto Achermann, Ilias Karimalis, Jacques Chen, Cynthia Rudin, Margo I. Seltzer	Fast Sparse Decision Tree Optimization via Reference Ensembles.	AAAI	2022	DBLP DOI BibTeX RDF
10	Sebastian Buschjäger, Sibylle Hess, Katharina Morik	Shrub Ensembles for Online Classification.	AAAI	2022	DBLP DOI BibTeX RDF
10	Juan Antonio Ramirez-Orta, Eduardo Xamena, Ana Gabriela Maguitman, Evangelos E. Milios, Axel J. Soto	Post-OCR Document Correction with Large Ensembles of Character Sequence-to-Sequence Models.	AAAI	2022	DBLP DOI BibTeX RDF
10	Rui P. Cardoso, Emma Hart, David Burth Kurka, Jeremy Pitt	Augmenting Novelty Search with a Surrogate Model to Engineer Meta-diversity in Ensembles of Classifiers.	EvoApplications	2022	DBLP DOI BibTeX RDF
10	Mateo Rojas, Juan C. Lucena, Oscar Jaime Restrepo, Jessica M. Smith, Thomas J. Phelan	Connecting the Gold Supply Chain and SDGs: Communal Processing Plants as Sociotechnical Ensembles to Reduce Mercury Pollution and Empower Artisanal Gold Mining Communities.	GHTC	2022	DBLP DOI BibTeX RDF
10	Patrick Gustav Blaneck, Tobias Bornheim, Niklas Grieger, Stephan Bialonski	Automatic Readability Assessment of German Sentences with Transformer Ensembles.	GermEval@KONVENS	2022	DBLP BibTeX RDF
10	Christian Meske, Pauline M. Kuss	Theorizing the Concept of Agency in Human-Algorithmic Ensembles with a Socio-Technical Lens.	ICIS	2022	DBLP BibTeX RDF
10	Ekaterina Antonenko, Jesse Read	Multi-modal Ensembles of Regressor Chains for Multi-output Prediction.	IDA	2022	DBLP DOI BibTeX RDF
10	Chunxiang Song, Yanan Liu, David McManus, Daoyi Dong	Learning Control with Evolution Strategy for Inhomogeneous Open Quantum Ensembles.	SMC	2022	DBLP DOI BibTeX RDF
10	Tamara Matthews, David Lillis	Experimenting with ensembles of pre-trained language models for classification of custom legal datasets.	ICNLSP	2022	DBLP BibTeX RDF
10	Rui P. Cardoso, Emma Hart, David Burth Kurka, Jeremy V. Pitt	The diversity-accuracy duality in ensembles of classifiers.	GECCO Companion	2022	DBLP DOI BibTeX RDF
10	Daniel Kostrzewa, Michal Ciszynski, Robert Brzeski	Evolvable hybrid ensembles for musical genre classification.	GECCO Companion	2022	DBLP DOI BibTeX RDF
10	Morteza Janatdoust, Fatemeh Ehsani-Besheli, Hossein Zeinali	KADO@LT-EDI-ACL2022: BERT-based Ensembles for Detecting Signs of Depression from Social Media Text.	LT-EDI	2022	DBLP DOI BibTeX RDF
10	Hendrik Alexander Mehrtens, Camila González, Anirban Mukhopadhyay 0003	Improving Robustness and Calibration in Ensembles with Diversity Regularization.	GCPR	2022	DBLP DOI BibTeX RDF
10	Palaniappan Mirunalini, Karthik Desingu, Haricharan Bharathi, Eeswara Anvesh Chodisetty, Anirudh Bhaskar	Deep Learning and Gradient Boosting Ensembles for Classification of Snake Species.	CLEF (Working Notes)	2022	DBLP BibTeX RDF
10	Mengjiao Han, Tushar M. Athawale, David Pugmire, Chris R. Johnson 0001	Accelerated Probabilistic Marching Cubes by Deep Learning for Time-Varying Scalar Ensembles.	IEEE VIS (Short Papers)	2022	DBLP DOI BibTeX RDF
10	Dominik Vietinghoff, Michael Böttinger, Gerik Scheuermann, Christian Heine 0002	Visualizing Confidence Intervals for Critical Point Probabilities in 2D Scalar Field Ensembles.	IEEE VIS (Short Papers)	2022	DBLP BibTeX RDF
10	Marina Evers, Raphael Wittkowski, Lars Linsen	ASEVis: Visual Exploration of Active System Ensembles to Define Characteristic Measures.	IEEE VIS (Short Papers)	2022	DBLP DOI BibTeX RDF
10	Daniel Kostrzewa, Wojciech Mazur, Robert Brzeski	Wide Ensembles of Neural Networks in Music Genre Classification.	ICCS (1)	2022	DBLP DOI BibTeX RDF
10	Ivor J. A. Simpson, Sara Vicente, Neill D. F. Campbell	Learning Structured Gaussians to Approximate Deep Ensembles.	CVPR	2022	DBLP DOI BibTeX RDF
10	Andrea Agostinelli, Jasper R. R. Uijlings, Thomas Mensink, Vittorio Ferrari	Transferability Metrics for Selecting Source Model Ensembles.	CVPR	2022	DBLP DOI BibTeX RDF
10	Folami Alamudun, Jacob D. Hinkle, Sajal Dash, Benjamín Hernández, Aristeidis Tsaris, Hong-Jun Yoon	Distilling Knowledge from Ensembles of Cluster-Constrained-Attention Multiple-Instance Learners for Whole Slide Image Classification.	IEEE Big Data	2022	DBLP DOI BibTeX RDF
10	Ebba Ekblom, Edvin Listo Zec, Olof Mogren	EFFGAN: Ensembles of fine-tuned federated GANs.	IEEE Big Data	2022	DBLP DOI BibTeX RDF
10	Loïc Adam, Sébastien Destercke	Sous-ensembles maximaux cohérents multidimensionnels rendus faciles : illustration sur un problème d'estimation.	LFA	2022	DBLP BibTeX RDF
10	Christophe Marsala	Génération d'ensembles flous définis par intervalles pour l'apprentissage.	LFA	2022	DBLP BibTeX RDF
10	Roman Malinowski, Sébastien Destercke	Copules, probabilités inférieures et ensembles aléatoires : comment et quand les appliquer?	LFA	2022	DBLP BibTeX RDF
10	Beatrice Portelli, Simone Scaboro, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra 0001	AILAB-Udine@SMM4H'22: Limits of Transformers and BERT Ensembles.	SMM4H@COLING	2022	DBLP BibTeX RDF
10	Vatsal Savaliya, Aakash Bhatnagar, Nidhir Bhavsar, Muskaan Singh	Innovators@SMM4H'22: An Ensembles Approach for Stance and Premise Classification of COVID-19 Health Mandates Tweets.	SMM4H@COLING	2022	DBLP BibTeX RDF
10	Mohammad Zohair, Nidhir Bhavsar, Aakash Bhatnagar, Muskaan Singh	Innovators @ SMM4H'22: An Ensembles Approach for self-reporting of COVID-19 Vaccination Status Tweets.	SMM4H@COLING	2022	DBLP BibTeX RDF
10	Mai Dahshan, Terece L. Turton, Nicholas F. Polys	Exploration and Analysis of Image-base Simulation Ensembles.	EuroVis (Posters)	2022	DBLP DOI BibTeX RDF
10	Damir Korencic, Ivan Grubisic 0002, Gretel Liz De la Peña Sarracén, Alejandro Héctor Toselli, Berta Chulvi, Paolo Rosso	Tackling Covid-19 Conspiracies on Twitter using BERT Ensembles, GPT-3 Augmentation, and Graph NNs.	MediaEval	2022	DBLP BibTeX RDF
10	Kaisar Kushibar, Víctor M. Campello, Lidia Garrucho, Akis Linardos, Petia Radeva, Karim Lekadir	Layer Ensembles: A Single-Pass Uncertainty Estimation in Deep Learning for Segmentation.	MICCAI (8)	2022	DBLP DOI BibTeX RDF
10	Seijin Kobayashi, Pau Vilimelis Aceituno, Johannes von Oswald	Disentangling the Predictive Variance of Deep Ensembles through the Neural Tangent Kernel.	NeurIPS	2022	DBLP BibTeX RDF
10	Yutong Wang, Clayton Scott	Consistent Interpolating Ensembles via the Manifold-Hilbert Kernel.	NeurIPS	2022	DBLP BibTeX RDF
10	Fergus Imrie, Alexander Norcliffe, Pietro Lió, Mihaela van der Schaar	Composite Feature Selection Using Deep Ensembles.	NeurIPS	2022	DBLP BibTeX RDF
10	Taiga Abe, Estefany Kelly Buchanan, Geoff Pleiss, Richard S. Zemel, John P. Cunningham	Deep Ensembles Work, But Are They Necessary?	NeurIPS	2022	DBLP BibTeX RDF
10	Miklós Z. Horváth, Mark Niklas Müller, Marc Fischer 0002, Martin T. Vechev	(De-)Randomized Smoothing for Decision Stump Ensembles.	NeurIPS	2022	DBLP BibTeX RDF
10	Seyed Kamyar Seyed Ghasemipour, Shixiang Shane Gu, Ofir Nachum	Why So Pessimistic? Estimating Uncertainties for Offline RL through Ensembles, and Why Their Independence Matters.	NeurIPS	2022	DBLP BibTeX RDF
10	Cristiano Cervellera, Danilo Macciò, Francesco Rebora	Echo state network ensembles for surrogate models with an application to urban mobility.	IJCNN	2022	DBLP DOI BibTeX RDF
10	Dihia Boulegane, Vitor Cerquiera, Albert Bifet	Adaptive Model Compression of Ensembles for Evolving Data Streams Forecasting.	IJCNN	2022	DBLP DOI BibTeX RDF
10	Javier Del Ser, Miren Nekane Bilbao, Ibai Laña, Khan Muhammad 0001, David Camacho	Efficient Fake News Detection using Bagging Ensembles of Bidirectional Echo State Networks.	IJCNN	2022	DBLP DOI BibTeX RDF
10	Carlos Balsa, Murilo Montanini Breve, Carlos Veiga Rodrigues, Luís de Sousa Costa, José Rufino	An Exploratory Study on Hindcasting with Analogue Ensembles of Principal Components.	ARTIIS (1)	2022	DBLP DOI BibTeX RDF
10	Justin Jude, Matthew G. Perich, Lee E. Miller, Matthias H. Hennig	Capturing cross-session neural population variability through self-supervised identification of consistent neuron ensembles.	NeurReps	2022	DBLP BibTeX RDF
10	Emilio Villa-Cueva, Fernando Sánchez-Vega, Adrián Pastor López-Monroy	Bi-Ensembles of Transformer for Online Bilingual Sexism Detection.	IberLEF@SEPLN	2022	DBLP BibTeX RDF
10	Patrick Indri, Alberto Bartoli, Eric Medvet, Laura Nenzi	One-Shot Learning of Ensembles of Temporal Logic Formulas for Anomaly Detection in Cyber-Physical Systems.	EuroGP	2022	DBLP DOI BibTeX RDF
10	Kyle L. Nickerson, Antonina Kolokolova, Ting Hu 0001	Creating Diverse Ensembles for Classification with Genetic Programming and Neuro-MAP-Elites.	EuroGP	2022	DBLP DOI BibTeX RDF
10	David Nevado, Gonzalo Martínez-Muñoz, Alberto Suárez 0001	SVM Ensembles on a Budget.	ICANN (4)	2022	DBLP DOI BibTeX RDF
10	Kenneth T. Co, David Martínez-Rego, Zhongyuan Hau, Emil C. Lupu	Jacobian Ensembles Improve Robustness Trade-Offs to Adversarial Attacks.	ICANN (3)	2022	DBLP DOI BibTeX RDF
10	Fatima Zahrae Nakach, Hasnae Zerouaoui, Ali Idri	Deep Hybrid AdaBoost Ensembles for Histopathological Breast Cancer Classification.	WorldCIST (1)	2022	DBLP DOI BibTeX RDF
10	Hasnae Zerouaoui, Ali Idri, Omar El Alaoui	Histological breast cancer classification using CNN and MLP based ensembles.	AICCSA	2022	DBLP DOI BibTeX RDF
10	Hafsaa Ouifak, Ali Idri	Neuro-fuzzy ensembles: A systematic mapping study.	AICCSA	2022	DBLP DOI BibTeX RDF
10	Yong-Feng Zhang, Hsiao-Dong Chiang, Yun-Fei Qu, Xiao Zhang	TRUST-TECH Assisted GA-SVM Ensembles and Its Applications.	NCAA (1)	2022	DBLP DOI BibTeX RDF
10	Emily Black, Klas Leino, Matt Fredrikson	Selective Ensembles for Consistent Predictions.	ICLR	2022	DBLP BibTeX RDF
10	Ryuichi Kanoh, Mahito Sugiyama	A Neural Tangent Kernel Perspective of Infinite Tree Ensembles.	ICLR	2022	DBLP BibTeX RDF
10	Maria Luisa Ripoll, Fadi Hassan, Joseph Attieh, Guillem Collell, Abdessalam Bouchekif	Multi-Lingual Contextual Hate Speech Detection Using Transformer-Based Ensembles.	FIRE (Working Notes)	2022	DBLP BibTeX RDF
10	Gokul Subramanian Ravi, Jonathan M. Baker, Kaitlin N. Smith, Nathan Earnest, Ali Javadi-Abhari, Frederic T. Chong	Quancorde: Boosting fidelity with Quantum Canary Ordered Diverse Ensembles.	ICRC	2022	DBLP DOI BibTeX RDF
10	Dinghuai Zhang, Hongyang Zhang 0001, Aaron C. Courville, Yoshua Bengio, Pradeep Ravikumar, Arun Sai Suggala	Building Robust Ensembles via Margin Boosting.	ICML	2022	DBLP BibTeX RDF
10	Shingo Yashima, Teppei Suzuki, Kohta Ishikawa, Ikuro Sato, Rei Kawakami	Feature Space Particle Inference for Neural Network Ensembles.	ICML	2022	DBLP BibTeX RDF
10	Namuk Park, Songkuk Kim	Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness.	ICML	2022	DBLP BibTeX RDF
10	Hassan Dbouk, Naresh R. Shanbhag	Adversarial Vulnerability of Randomized Ensembles.	ICML	2022	DBLP BibTeX RDF
10	Sanghamitra Dutta, Jason Long, Saumitra Mishra, Cecilia Tilli, Daniele Magazzeni	Robust Counterfactual Explanations for Tree-Based Ensembles.	ICML	2022	DBLP BibTeX RDF
10	Cedrique Rovile Njieutcheu Tassi, Jakob Gawlikowski, Auliya Unnisa Fitri, Rudolph Triebel	The impact of averaging logits over probabilities on ensembles of neural networks.	AISafety@IJCAI	2022	DBLP BibTeX RDF
10	Michael Krzyzaniak, Laura Bishop	Professor Plucky: Expressive body movement in human-robot musical ensembles.	MOCO	2022	DBLP DOI BibTeX RDF