Search results for "ensembles"

Hits ?▲	Authors	Title	Venue	Year	Link
10	Boris Lorbeer, Max Botler	Anomaly Detection With Partitioning Overfitting Autoencoder Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Jingyu He, P. Richard Hahn	Stochastic tree ensembles for regularized nonlinear regression.	CoRR	2020	DBLP BibTeX RDF
10	Aditya Saligrama, Guillaume Leclerc	Revisiting Ensembles in an Adversarial Context: Improving Natural Accuracy.	CoRR	2020	DBLP BibTeX RDF
10	Eshed Ram, Yuval Cassuto	Design of Bilayer and Multi-layer LDPC Ensembles from Individual Degree Distributions.	CoRR	2020	DBLP BibTeX RDF
10	Alexandru Tifrea, Eric Stavarache, Fanny Yang	Learn what you can't learn: Regularized Ensembles for Transductive Out-of-distribution Detection.	CoRR	2020	DBLP BibTeX RDF
10	Zhonghao Zhang, Mengnan Xu, Chongbin Xu, Dan Zeng 0001, Zhichao Sheng	An Entropy-based Proof of Threshold Saturation for Nonbinary SC-LDPC Ensembles on the BEC.	CoRR	2020	DBLP BibTeX RDF
10	Xiaofang Wang, Dan Kondratyuk, Kris M. Kitani, Yair Movshovitz-Attias, Elad Eban	Multiple Networks are More Efficient than One: Fast and Accurate Models via Ensembles and Cascades.	CoRR	2020	DBLP BibTeX RDF
10	Tanvi Dadu, Kartikey Pant, Radhika Mamidi	BERT-based Ensembles for Modeling Disclosure and Support in Conversational Social Media Text.	CoRR	2020	DBLP BibTeX RDF
10	Morteza Noshad, Ivana Jankovic, Jonathan H. Chen	Clinical Recommender System: Predicting Medical Specialty Diagnostic Choices with Neural Network Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Omer Achrack, Ouriel Barzilay, Raizy Kellerman	Multi-Loss Sub-Ensembles for Accurate Classification with Uncertainty Estimation.	CoRR	2020	DBLP BibTeX RDF
10	Adria Ruiz, Jakob Verbeek	Distilled Hierarchical Neural Ensembles with Adaptive Inference Cost.	CoRR	2020	DBLP BibTeX RDF
10	Alexander Kumpf, Josef Stumpfegger, Patrick Fabian Härtl, Rüdiger Westermann	Visual Analysis of Multi-Parameter Distributions across Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Benjamin Brazowski, Elad Schneidman	Collective Learning by Ensembles of Altruistic Diversifying Neural Networks.	CoRR	2020	DBLP BibTeX RDF
10	Jie Song, Liang Xiao 0001, Mohsen Molaei, Zhichao Lian	Sparse Coding Driven Deep Decision Tree Ensembles for Nuclear Segmentation in Digital Pathology Images.	CoRR	2020	DBLP BibTeX RDF
10	Nadezhda Chirkova, Ekaterina Lobacheva, Dmitry P. Vetrov	Deep Ensembles on a Fixed Memory Budget: One Wide Network or Several Thinner Ones?	CoRR	2020	DBLP BibTeX RDF
10	Vu-Linh Nguyen, Eyke Hüllermeier, Michael Rapp, Eneldo Loza Mencía, Johannes Fürnkranz	On Aggregation in Ensembles of Multilabel Classifiers.	CoRR	2020	DBLP BibTeX RDF
10	Yan Gao, Titouan Parcollet, Nicholas D. Lane	Distilling Knowledge from Ensembles of Acoustic Models for Joint CTC-Attention End-to-End Speech Recognition.	CoRR	2020	DBLP BibTeX RDF
10	Sanchari Sen, Balaraman Ravindran, Anand Raghunathan	EMPIR: Ensembles of Mixed Precision Deep Networks for Increased Robustness against Adversarial Attacks.	CoRR	2020	DBLP BibTeX RDF
10	Samarth Sinha, Homanga Bharadhwaj, Anirudh Goyal, Hugo Larochelle, Animesh Garg, Florian Shkurti	DIBS: Diversity inducing Information Bottleneck in Model Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Christoffer Löffler, Karthik Ayyalasomayajula, Sascha Riechel, Christopher Mutschler	IALE: Imitating Active Learner Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Jamal Toutouh, Erik Hemberg, Una-May O'Reilly	Re-purposing Heterogeneous Generative Ensembles with Evolutionary Computation.	CoRR	2020	DBLP BibTeX RDF
10	Rahul Rahaman, Alexandre H. Thiéry	Uncertainty Quantification and Deep Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Csanád Sándor, Szabolcs Pável, Lehel Csató	Pruning CNN's with linear filter ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Yeming Wen, Ghassen Jerfel, Rafael Muller, Michael W. Dusenberry, Jasper Snoek, Balaji Lakshminarayanan, Dustin Tran	Combining Ensembles and Data Augmentation can Harm your Calibration.	CoRR	2020	DBLP BibTeX RDF
10	Stefano Calzavara, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando 0001	Feature Partitioning for Robust Tree Ensembles and their Certification in Adversarial Scenarios.	CoRR	2020	DBLP BibTeX RDF
10	Georgiana Neculae, Gavin Brown	Ensembles of Spiking Neural Networks.	CoRR	2020	DBLP BibTeX RDF
10	Dennis Gross, Nils Jansen 0001, Guillermo A. Pérez 0001, Stephan Raaijmakers	Robustness Verification for Classifier Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	He Huang, Martin Pouls, Anne Meyer, Markus Pauly	Travel Time Prediction using Tree-Based Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Tomer Raviv, Nir Raviv, Yair Be'ery	Data-Driven Ensembles for Deep and Hard-Decision Hybrid Decoding.	CoRR	2020	DBLP BibTeX RDF
10	Ayse Serbetci, Yusuf Sinan Akgül	End-to-End Training of CNN Ensembles for Person Re-Identification.	CoRR	2020	DBLP BibTeX RDF
10	Md. Emran, Humaun Kabir, Ziaur Rahman 0003, Nazrul Islam	Enhancing Software Development Process Using Automated Adaptation of Object Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Mohsen Sayyadiharikandeh, Onur Varol, Kai-Cheng Yang, Alessandro Flammini, Filippo Menczer	Detection of Novel Social Bots by Ensembles of Specialized Classifiers.	CoRR	2020	DBLP BibTeX RDF
10	Utkarsh Sarawgi, Wazeer Zulfikar, Rishab Khincha, Pattie Maes	Why have a Unified Predictive Uncertainty? Disentangling it using Deep Split Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Felipe O. Giuste, Juan Carlos Vizcarra	CIFAR-10 Image Classification Using Feature Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Juan Eloy Arco, Andrés Ortiz 0001, Javier Ramírez 0001, Francisco Jesús Martínez-Murcia, Yu-Dong Zhang 0001, Juan Manuel Górriz	Uncertainty-driven ensembles of deep architectures for multiclass classification. Application to COVID-19 diagnosis in chest X-ray images.	CoRR	2020	DBLP BibTeX RDF
10	Dimitrios Milios, Pietro Michiardi, Maurizio Filippone	A Variational View on Bootstrap Ensembles as Bayesian Inference.	CoRR	2020	DBLP BibTeX RDF
10	Tim Seyde, Wilko Schwarting, Sertac Karaman, Daniela Rus	Learning to Plan Optimistically: Uncertainty-Guided Deep Exploration via Latent Model Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Sivaramakrishnan Rajaraman, Jenifer Siegelman, Philip O. Alderson, Lucas S. Folio, Les R. Folio, Sameer K. Antani	Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-rays.	CoRR	2020	DBLP BibTeX RDF
10	Agustín Alejandro Ortiz Díaz, Fabiano Baldo, Laura Maria Palomino Mariño, Alberto Verdecia-Cabrera	Fase-AL - Adaptation of Fast Adaptive Stacking of Ensembles for Supporting Active Learning.	CoRR	2020	DBLP BibTeX RDF
10	Suraj P. Kesavan, Harsh Bhatia, Abhinav Bhatele, Todd Gamblin, Peer-Timo Bremer, Kwan-Liu Ma	Scalable Comparative Visualization of Ensembles of Call Graphs.	CoRR	2020	DBLP BibTeX RDF
10	Fernando Sánchez Hernández, Juan Carlos Ballesteros Herráez, Mohamed S. Kraiem, Mercedes Sánchez Barba, María N. Moreno García	Predictive Modeling of ICU Healthcare-Associated Infections from Imbalanced Data. Using Ensembles and a Clustering-Based Undersampling Approach.	CoRR	2020	DBLP BibTeX RDF
10	Rakshitha Godahewa, Kasun Bandara, Geoffrey I. Webb, Slawek Smyl, Christoph Bergmeir	Ensembles of Localised Models for Time Series Forecasting.	CoRR	2020	DBLP BibTeX RDF
10	Björn Lindenberg, Jonas Nordqvist, Karl-Olof Lindahl	Distributional Reinforcement Learning with Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Anna Roubícková, Lucy MacGregor, Nick Brown 0002, Oliver Thomson Brown, Mike Stewart	Using machine learning to reduce ensembles of geological models for oil and gas exploration.	CoRR	2020	DBLP BibTeX RDF
10	András Hajdu, György Terdik, Attila Tiba, Henrietta Tomán	A stochastic approach to handle knapsack problems in the creation of ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Vidhi Lalchand	A meta-algorithm for classification using random recursive tree ensembles: A high energy physics application.	CoRR	2020	DBLP BibTeX RDF
10	João Sacramento, Johannes von Oswald, Seijin Kobayashi, Christian Henning, Benjamin F. Grewe	Economical ensembles with hypernetworks.	CoRR	2020	DBLP BibTeX RDF
10	Tárik S. Salem, Helge Langseth, Heri Ramampiaro	Prediction Intervals: Split Normal Mixture from Quality-Driven Deep Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Ekaterina Lobacheva, Nadezhda Chirkova, Maxim Kodryan, Dmitry P. Vetrov	On Power Laws in Deep Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Richard Nock, Wilko Henecka	Boosted and Differentially Private Ensembles of Decision Trees.	CoRR	2020	DBLP BibTeX RDF
10	Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj	Monte Carlo Dropout Ensembles for Robust Illumination Estimation.	CoRR	2020	DBLP BibTeX RDF
10	Lihi Dery, Erez Shmueli	Improving Label Ranking Ensembles using Boosting Techniques.	CoRR	2020	DBLP BibTeX RDF
10	Gitesh Dawer, Yangzi Guo, Sida Liu, Adrian Barbu	Neural Rule Ensembles: Encoding Sparse Feature Interactions into Neural Networks.	CoRR	2020	DBLP BibTeX RDF
10	Nicholas Smith	The Shooting Regressor; Randomized Gradient-Based Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Mohsen Shahhosseini, Guiping Hu, Sotirios V. Archontoulis	Forecasting Corn Yield with Machine Learning Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Siham Tabik, Ricardo F. Alvear-Sandoval, María M. Ruiz, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal, Francisco Herrera	A tutorial on ensembles and deep learning fusion with MNIST as guiding thread: A complex heterogeneous fusion scheme reaching 10 digits error.	CoRR	2020	DBLP BibTeX RDF
10	Bobby He, Balaji Lakshminarayanan, Yee Whye Teh	Bayesian Deep Ensembles via the Neural Tangent Kernel.	CoRR	2020	DBLP BibTeX RDF
10	Laurens Devos, Wannes Meert, Jesse Davis	Additive Tree Ensembles: Reasoning About Potential Instances.	CoRR	2020	DBLP BibTeX RDF
10	Mainuddin Ahmad Jonas, David Evans	Certifying Joint Adversarial Robustness for Model Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Andrei V. Konstantinov, Lev V. Utkin	A Generalized Stacking for Implementing Ensembles of Gradient Boosting Machines.	CoRR	2020	DBLP BibTeX RDF
10	Ying Meng, Jianhai Su, Jason M. O'Kane, Pooyan Jamshidi	Ensembles of Many Diverse Weak Defenses can be Strong: Defending Deep Neural Networks Against Adversarial Attacks.	CoRR	2020	DBLP BibTeX RDF
10	Sara Atito Ali Ahmed, Cemre Zor, Berrin A. Yanikoglu, Muhammad Awais 0001, Josef Kittler	ECOC as a Method of Constructing Deep Convolutional Neural Network Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Marc Ortiz, Florian Scheidegger, Marc Casas, A. Cristiano I. Malossi, Eduard Ayguadé	Generating Efficient DNN-Ensembles with Evolutionary Computation.	CoRR	2020	DBLP BibTeX RDF
10	Kangway V. Chuang, Michael J. Keiser	Attention-Based Learning on Molecular Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Peter Sheridan Dodds, Joshua R. Minot, Michael V. Arnold, Thayer Alshaabi, Jane Lydia Adams, David Rushing Dewhurst, Andrew J. Reagan, Christopher M. Danforth	Long-term word frequency dynamics derived from Twitter are corrupted: A bespoke approach to detecting and removing pathologies in ensembles of time series.	CoRR	2020	DBLP BibTeX RDF
10	Thomas J. Ringstrom, Mohammadhosein Hasanbeig, Alessandro Abate	Jump Operator Planning: Goal-Conditioned Policy Ensembles and Zero-Shot Transfer.	CoRR	2020	DBLP BibTeX RDF
10	Evgenii Tsymbalov, Kirill Fedyanin, Maxim Panov	Dropout Strikes Back: Improved Uncertainty Estimation via Diversity Sampled Implicit Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Lorenzo Luzi, Randall Balestriero, Richard G. Baraniuk	Ensembles of Generative Adversarial Networks for Disconnected Data.	CoRR	2020	DBLP BibTeX RDF
10	Basil Mustafa, Carlos Riquelme, Joan Puigcerver, André Susano Pinto, Daniel Keysers, Neil Houlsby	Deep Ensembles for Low-Data Transfer Learning.	CoRR	2020	DBLP BibTeX RDF
10	Sina Mohammadi, Sina Ghofrani Majelan, Shahriar B. Shokouhi	Ensembles of Deep Neural Networks for Action Recognition in Still Images.	CoRR	2020	DBLP BibTeX RDF
10	Thibaut Vidal, Toni Pacheco, Maximilian Schiffer	Born-Again Tree Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Kristoffer Wickstrøm, Karl Øyvind Mikalsen, Michael Kampffmeyer, Arthur Revhaug, Robert Jenssen	Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series.	CoRR	2020	DBLP BibTeX RDF
10	Felipe Kenji Nakano, Konstantinos Pliakos, Celine Vens	Deep tree-ensembles for multi-output prediction.	CoRR	2020	DBLP BibTeX RDF
10	Simon Axelrod, Rafael Gómez-Bombarelli	Molecular machine learning with conformer ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Ushnish Sengupta, Maximilian L. Croci, Matthew P. Juniper	Real-time parameter inference in reduced-order flame models with heteroscedastic Bayesian neural network ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Christopher Clark, Mark Yatskar, Luke Zettlemoyer	Learning to Model and Ignore Dataset Bias with Mixed Capacity Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Amirmohammad Kazameini, Samin Fatehi, Yash Mehta, Sauleh Eetemadi, Erik Cambria	Personality Trait Detection Using Bagged SVM over BERT Word Embedding Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando 0001, Raffaele Perego 0001, Salvatore Trani	Query-level Early Exit for Additive Learning-to-Rank Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Albert Zhan, Stas Tiomkin, Pieter Abbeel	Preventing Imitation Learning with Adversarial Policy Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Asa Cooper Stickland, Iain Murray 0001	Diverse Ensembles Improve Calibration.	CoRR	2020	DBLP BibTeX RDF
10	Daniel Mas Montserrat, János Horváth, Sri Kalyan Yarlagadda, Fengqing Zhu 0001, Edward J. Delp	Generative Autoregressive Ensembles for Satellite Imagery Manipulation Detection.	CoRR	2020	DBLP BibTeX RDF
10	Zahra Mirikharaji, Kumar Abhishek 0001, Saeed Izadi, Ghassan Hamarneh	D-LEMA: Deep Learning Ensembles from Multiple Annotations - Application to Skin Lesion Segmentation.	CoRR	2020	DBLP BibTeX RDF
10	Laurens Devos, Wannes Meert, Jesse Davis	Versatile Verification of Tree Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Chong Zhang, Huan Zhang 0001, Cho-Jui Hsieh	An Efficient Adversarial Attack for Tree Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Mehmet Süzen	Equivalence in Deep Neural Networks via Conjugate Matrix Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Helena Cuesta, Brian McFee, Emilia Gómez	Multiple F0 Estimation in Vocal Ensembles using Convolutional Neural Networks.	CoRR	2020	DBLP 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.	CoRR	2020	DBLP BibTeX RDF
10	Tobias Fischer 0001, Michael Milford	Event-based visual place recognition with ensembles of spatio-temporal windows.	CoRR	2020	DBLP BibTeX RDF
10	Huanrui Yang, Jingyang Zhang, Hongliang Dong, Nathan Inkawhich, Andrew Gardner, Andrew Touchet, Wesley Wilkes, Heath Berry, Hai Li 0001	DVERGE: Diversifying Vulnerabilities for Enhanced Robust Generation of Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Steven A. Frank, Frank J. Bruggeman	The fundamental equations of change in statistical ensembles and biological populations.	CoRR	2020	DBLP BibTeX RDF
10	Aleksei Ustimenko, Liudmila Prokhorenkova, Andrey Malinin	Uncertainty in Gradient Boosting via Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Hannes Albers, Tobias Kluth, Tobias Knopp 0001	A simulation framework for particle magnetization dynamics of large ensembles of single domain particles: Numerical treatment of Brown/Néel dynamics and parameter identification problems in magnetic particle imaging.	CoRR	2020	DBLP BibTeX RDF
10	Calum Perrio, Harish Tayyar Madabushi	CXP949 at WNUT-2020 Task 2: Extracting Informative COVID-19 Tweets - RoBERTa Ensembles and The Continued Relevance of Handcrafted Features.	CoRR	2020	DBLP BibTeX RDF
10		A Novel Strategy for COVID-19 Classification from Chest X-ray Images Using Deep Stacked-Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Carel van Niekerk, Michael Heck, Christian Geishauser, Hsien-Chin Lin, Nurul Lubis, Marco Moresi, Milica Gasic	Knowing What You Know: Calibrating Dialogue Belief State Distributions via Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Etai Littwin, Ben Myara, Sima Sabah, Joshua M. Susskind, Shuangfei Zhai, Oren Golan	Collegial Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Luciano Porto Kagami, Gustavo Machado das Neves, Luís Fernando S. M. Timmers, Rafael A. Caceres, Vera Lucia Eifler-Lima	Geo-Measures: A PyMOL plugin for protein structure ensembles analysis.	Comput. Biol. Chem.	2020	DBLP DOI BibTeX RDF
10	Zeynep Hilal Kilimci, Sevinç Ilhan Omurca	Enhancement of the heuristic optimization based on extended space forests using classifier ensembles.	Int. Arab J. Inf. Technol.	2020	DBLP DOI BibTeX RDF
10	Nave Frost, Naama Boer, Daniel Deutch, Tova Milo	Personal Insights for Altering Decisions of Tree-based Ensembles over Time. (PDF / PS)	Proc. VLDB Endow.	2020	DBLP DOI BibTeX RDF
10	Daniel Nickelsen, Michael Kastner	Modelling equilibration of local many-body quantum systems by random graph ensembles.	Quantum	2020	DBLP DOI BibTeX RDF