Search results for "overfitting"

Hits ?▲	Authors	Title	Venue	Year	Link
17	Zhongxing Yu, Matias Martinez, Benjamin Danglot, Thomas Durieux, Martin Monperrus	Alleviating patch overfitting with automatic test generation: a study of feasibility and effectiveness for the Nopol repair system.	Empir. Softw. Eng.	2019	DBLP DOI BibTeX RDF
17	Rafael A. García Leiva, Antonio Fernández Anta, Vincenzo Mancuso, Paolo Casari	A Novel Hyperparameter-Free Approach to Decision Tree Construction That Avoids Overfitting by Design.	IEEE Access	2019	DBLP DOI BibTeX RDF
17	Cuong Ha, Van-Dang Tran, Ngo Van Linh 0001, Khoat Than	Eliminating overfitting of probabilistic topic models on short and noisy text: The role of dropout.	Int. J. Approx. Reason.	2019	DBLP DOI BibTeX RDF
17	Qi Xu, Ming Zhang 0018, Zonghua Gu 0001, Gang Pan 0001	Overfitting remedy by sparsifying regularization on fully-connected layers of CNNs.	Neurocomputing	2019	DBLP DOI BibTeX RDF
17	Vincent François-Lavet, Guillaume Rabusseau, Joelle Pineau, Damien Ernst, Raphael Fonteneau	On Overfitting and Asymptotic Bias in Batch Reinforcement Learning with Partial Observability.	J. Artif. Intell. Res.	2019	DBLP DOI BibTeX RDF
17	Hasan Asy'ari Arief, Ulf Geir Indahl, Geir-Harald Strand, Håvard Tveite	Addressing Overfitting on Pointcloud Classification using Atrous XCRF.	CoRR	2019	DBLP BibTeX RDF
17	Jayadev Acharya, Ananda Theertha Suresh	Optimal multiclass overfitting by sequence reconstruction from Hamming queries.	CoRR	2019	DBLP BibTeX RDF
17	Saswat Padhi, Todd D. Millstein, Aditya V. Nori, Rahul Sharma 0001	Overfitting in Synthesis: Theory and Practice (Extended Version).	CoRR	2019	DBLP BibTeX RDF
17	Shaeke Salman, Xiuwen Liu	Overfitting Mechanism and Avoidance in Deep Neural Networks.	CoRR	2019	DBLP BibTeX RDF
17	Roman Werpachowski, András György 0001, Csaba Szepesvári	Detecting Overfitting via Adversarial Examples.	CoRR	2019	DBLP BibTeX RDF
17	Peter L. Bartlett, Philip M. Long, Gábor Lugosi, Alexander Tsigler	Benign Overfitting in Linear Regression.	CoRR	2019	DBLP BibTeX RDF
17	Ruicheng Feng, Jinjin Gu, Yu Qiao 0001, Chao Dong	Suppressing Model Overfitting for Image Super-Resolution Networks.	CoRR	2019	DBLP BibTeX RDF
17	Xingyou Song, Yiding Jiang, Stephen Tu, Yilun Du, Behnam Neyshabur	Observational Overfitting in Reinforcement Learning.	CoRR	2019	DBLP BibTeX RDF
17	Vitaly Feldman, Roy Frostig, Moritz Hardt	The advantages of multiple classes for reducing overfitting from test set reuse.	CoRR	2019	DBLP BibTeX RDF
17	Ben Adlam, Charles Weill, Amol Kapoor	Investigating Under and Overfitting in Wasserstein Generative Adversarial Networks.	CoRR	2019	DBLP BibTeX RDF
17	Thibaud Ehret, Axel Davy, Pablo Arias 0001, Gabriele Facciolo	Joint demosaicing and denoising by overfitting of bursts of raw images.	CoRR	2019	DBLP BibTeX RDF
17	Ryan Webster, Julien Rabin, Loïc Simon, Frédéric Jurie	Detecting Overfitting of Deep Generative Networks via Latent Recovery.	CoRR	2019	DBLP BibTeX RDF
17	Becks Simpson, Francis Dutil, Yoshua Bengio, Joseph Paul Cohen	GradMask: Reduce Overfitting by Regularizing Saliency.	CoRR	2019	DBLP BibTeX RDF
17	Takumi Saikawa, Quan Huu Cap, Satoshi Kagiwada, Hiroyuki Uga, Hitoshi Iyatomi	AOP: An Anti-overfitting Pretreatment for Practical Image-based Plant Diagnosis.	CoRR	2019	DBLP BibTeX RDF
17	Zeju Li, Konstantinos Kamnitsas, Ben Glocker	Overfitting of neural nets under class imbalance: Analysis and improvements for segmentation.	CoRR	2019	DBLP BibTeX RDF
17	Frances Ann Hubis, Wentao Wu 0001, Ce Zhang 0001	Quantitative Overfitting Management for Human-in-the-loop ML Application Development with ease.ml/meter.	CoRR	2019	DBLP BibTeX RDF
17	Satrajit Chatterjee, Alan Mishchenko	Circuit-Based Intrinsic Methods to Detect Overfitting.	CoRR	2019	DBLP BibTeX RDF
17	Partha P. Mitra	Understanding overfitting peaks in generalization error: Analytical risk curves for l2 and l1 penalized interpolation.	CoRR	2019	DBLP BibTeX RDF
17	Yang Jiang, Cong Zhao, Lei Pang	Neural Architecture Refinement: A Practical Way for Avoiding Overfitting in NAS.	CoRR	2019	DBLP BibTeX RDF
17	Benyamin Ghojogh, Mark Crowley 0001	The Theory Behind Overfitting, Cross Validation, Regularization, Bagging, and Boosting: Tutorial.	CoRR	2019	DBLP BibTeX RDF
17	He Ye, Jian Gu, Matias Martinez, Thomas Durieux, Martin Monperrus	Automated Classification of Overfitting Patches with Statically Extracted Code Features.	CoRR	2019	DBLP BibTeX RDF
17	Mansoor Sheikh, A. C. C. Coolen	Analysis of overfitting in the regularized Cox model.	CoRR	2019	DBLP BibTeX RDF
17	Richard C. Gerum, André Erpenbeck, Patrick Krauss, Achim Schilling	Sparsity through evolutionary pruning prevents neuronal networks from overfitting.	CoRR	2019	DBLP BibTeX RDF
17	Nan Lu, Tianyi Zhang, Gang Niu 0001, Masashi Sugiyama	Mitigating Overfitting in Supervised Classification from Two Unlabeled Datasets: A Consistent Risk Correction Approach.	CoRR	2019	DBLP BibTeX RDF
17	Rafael A. García Leiva, Antonio Fernández Anta, Vincenzo Mancuso, Paolo Casari	A Novel Hyperparameter-free Approach to Decision Tree Construction that Avoids Overfitting by Design.	CoRR	2019	DBLP BibTeX RDF
17	Daniil Merkulov, Ivan V. Oseledets	Empirical study of extreme overfitting points of neural networks.	CoRR	2019	DBLP BibTeX RDF
17	Daniel J. Vasicek	Artificial intelligence and machine learning: Practical aspects of overfitting and regularization.	Inf. Serv. Use	2019	DBLP DOI BibTeX RDF
17	Shazia Akbar, Mohammad Peikari, Sherine Salama, Sharon Nofech-Mozes, Anne L. Martel	The transition module: a method for preventing overfitting in convolutional neural networks.	Comput. methods Biomech. Biomed. Eng. Imaging Vis.	2019	DBLP DOI BibTeX RDF
17	Saswat Padhi, Todd D. Millstein, Aditya V. Nori, Rahul Sharma 0001	Overfitting in Synthesis: Theory and Practice.	CAV (1)	2019	DBLP DOI BibTeX RDF
17	Ren C. Luo, Hsien Chang Lin	Coping with Overfitting Problems of Image Caption Models for Service Robotics Applications.	ICPS	2019	DBLP DOI BibTeX RDF
17	Thuy Nguyen-Thanh, Giang T. C. Tran	Vietnamese Sentiment Analysis for Hotel Review based on Overfitting Training and Ensemble Learning.	SoICT	2019	DBLP DOI BibTeX RDF
17	Kenny H. Cha, Nicholas Petrick, Aria Pezeshk, Christian G. Graff, Diksha Sharma, Andreu Badal, Aldo Badano, Berkman Sahiner	Reducing overfitting of a deep learning breast mass detection algorithm in mammography using synthetic images.	Medical Imaging: Computer-Aided Diagnosis	2019	DBLP DOI BibTeX RDF
17	Joseph Rynkiewicz	On overfitting of multilayer perceptrons for classification.	ESANN	2019	DBLP BibTeX RDF
17	Marthinus W. Theunissen, Marelie H. Davel, Etienne Barnard	Insights regarding overfitting on noise in deep learning.	FAIR	2019	DBLP BibTeX RDF
17	Jian Xiong, Kai Zhang 0024, Hao Zhang	A Vibrating Mechanism to Prevent Neural Networks from Overfitting.	IWCMC	2019	DBLP DOI BibTeX RDF
17	Jianming Wu, Zhiguang Zhou, Yanan Wang 0002, Yi Li, Xin Xu, Yusuke Uchida	Multi-feature and Multi-instance Learning with Anti-overfitting Strategy for Engagement Intensity Prediction.	ICMI	2019	DBLP DOI BibTeX RDF
17	Yoshimasa Kubo, Thomas Trappenberg	Mitigating Overfitting Using Regularization to Defend Networks Against Adversarial Examples.	Canadian AI	2019	DBLP DOI BibTeX RDF
17	Lina Xu, Nuno Pombo, Ivan Miguel Pires, Nuno M. Garcia	Is the Overfitting in a Neural Network a Reliable Model for the Recognition of Activities of Daily Living?	GOODTECHS	2019	DBLP DOI BibTeX RDF
17	Haotian Zhang, Lin Zhang 0013, Yuan Jiang	Overfitting and Underfitting Analysis for Deep Learning Based End-to-end Communication Systems.	WCSP	2019	DBLP DOI BibTeX RDF
17	Ryan Webster, Julien Rabin, Loïc Simon, Frédéric Jurie	Detecting Overfitting of Deep Generative Networks via Latent Recovery.	CVPR	2019	DBLP BibTeX RDF
17	Ruicheng Feng, Jinjin Gu, Yu Qiao 0001, Chao Dong	Suppressing Model Overfitting for Image Super-Resolution Networks.	CVPR Workshops	2019	DBLP BibTeX RDF
17	Takumi Saikawa, Quan Huu Cap, Satoshi Kagiwada, Hiroyuki Uga, Hitoshi Iyatomi	AOP: An Anti-overfitting Pretreatment for Practical Image-based Plant Diagnosis.	IEEE BigData	2019	DBLP DOI BibTeX RDF
17	Kun Wan, Shu Yang, Boyuan Feng, Yufei Ding, Lingwei Xie	Reconciling Feature-Reuse and Overfitting in DenseNet with Specialized Dropout.	ICTAI	2019	DBLP DOI BibTeX RDF
17	Taito Manabe, Koki Tomonaga, Yuichiro Shibata	CNN Architecture for Surgical Image Segmentation Systems with Recursive Network Structure to Mitigate Overfitting.	CANDAR	2019	DBLP DOI BibTeX RDF
17	Zeju Li, Konstantinos Kamnitsas, Ben Glocker	Overfitting of Neural Nets Under Class Imbalance: Analysis and Improvements for Segmentation.	MICCAI (3)	2019	DBLP DOI BibTeX RDF
17	Roman Werpachowski, András György 0001, Csaba Szepesvári	Detecting Overfitting via Adversarial Examples.	NeurIPS	2019	DBLP BibTeX RDF
17	Rebecca Roelofs, Vaishaal Shankar, Benjamin Recht, Sara Fridovich-Keil, Moritz Hardt, John Miller 0001, Ludwig Schmidt	A Meta-Analysis of Overfitting in Machine Learning.	NeurIPS	2019	DBLP BibTeX RDF
17	Wei Tang, Yiwen Jiang, Neng Gao, Ji Xiang, Jiahui Shen, Xiang Li 0045, Yijun Su	Reducing Style Overfitting for Character Recognition via Parallel Neural Networks with Style to Content Connection.	ISPA/BDCloud/SocialCom/SustainCom	2019	DBLP DOI BibTeX RDF
17	Wenbo Hou, Wenhai Wang, Ruo-Ze Liu, Tong Lu	Cropout: A General Mechanism for Reducing Overfitting on Convolutional Neural Networks.	IJCNN	2019	DBLP DOI BibTeX RDF
17	Serdar Iplikci, Batuhan Bilgi, Ali Menemen, Bedri Bahtiyar	A Novel Modification on the Levenberg-Marquardt Algorithm for Avoiding Overfitting in Neural Network Training.	ICANN (2)	2019	DBLP DOI BibTeX RDF
17	Matthieu Molinier, Jorma Kilpi	Avoiding Overfitting When Applying Spectral-Spatial Deep Learning Methods on Hyperspectral Images with Limited Labels.	IGARSS	2019	DBLP DOI BibTeX RDF
17	Haidong Li, Jiongcheng Li, Xiaoming Guan, Binghao Liang, Yuting Lai, Xinglong Luo	Research on Overfitting of Deep Learning.	CIS	2019	DBLP DOI BibTeX RDF
17	Vitaly Feldman, Roy Frostig, Moritz Hardt	The advantages of multiple classes for reducing overfitting from test set reuse.	ICML	2019	DBLP BibTeX RDF
17	Rebecca Roelofs	Measuring Generalization and Overfitting in Machine Learning.		2019	RDF
17	Pierre Raphaël Bertrand, Jean-Louis Combes, Marie-Eliette Dury, Doha Hadouni	Overfitting of Hurst estimators for multifractional Brownian motion: A fitting test advocating simple models.	Risk Decis. Anal.	2018	DBLP DOI BibTeX RDF
17	Li Zhang 0025, Fulin Wang, Bing Xu, Wenyu Chi, Qiongya Wang, Ting Sun	Prediction of stock prices based on LM-BP neural network and the estimation of overfitting point by RDCI.	Neural Comput. Appl.	2018	DBLP DOI BibTeX RDF
17	Yujin Baek, Ha Young Kim	ModAugNet: A new forecasting framework for stock market index value with an overfitting prevention LSTM module and a prediction LSTM module.	Expert Syst. Appl.	2018	DBLP DOI BibTeX RDF
17	Miriam Seoane Santos, Jastin Pompeu Soares, Pedro Henriques Abreu, Hélder Araújo, João A. M. Santos	Cross-Validation for Imbalanced Datasets: Avoiding Overoptimistic and Overfitting Approaches [Research Frontier].	IEEE Comput. Intell. Mag.	2018	DBLP DOI BibTeX RDF
17	Xuan-Bach Dinh Le, Ferdian Thung, David Lo 0001, Claire Le Goues	Overfitting in semantics-based automated program repair.	Empir. Softw. Eng.	2018	DBLP DOI BibTeX RDF
17	Panagiotis Papastamoulis	Overfitting Bayesian mixtures of factor analyzers with an unknown number of components.	Comput. Stat. Data Anal.	2018	DBLP DOI BibTeX RDF
17	Jeffrey L. Andrews	Addressing overfitting and underfitting in Gaussian model-based clustering.	Comput. Stat. Data Anal.	2018	DBLP DOI BibTeX RDF
17	Zhou Tao, Muzhou Hou, Chunhui Liu	Forecasting stock index with multi-objective optimization model based on optimized neural network architecture avoiding overfitting.	Comput. Sci. Inf. Syst.	2018	DBLP DOI BibTeX RDF
17	Diego Aparicio, Marcos López de Prado	How hard is it to pick the right model? MCS and backtest overfitting.	Algorithmic Finance	2018	DBLP DOI BibTeX RDF
17	Amy Zhang 0001, Nicolas Ballas, Joelle Pineau	A Dissection of Overfitting and Generalization in Continuous Reinforcement Learning.	CoRR	2018	DBLP BibTeX RDF
17	Kun Wan, Boyuan Feng, Lingwei Xie, Yufei Ding	Reconciling Feature-Reuse and Overfitting in DenseNet with Specialized Dropout.	CoRR	2018	DBLP BibTeX RDF
17	Mikhail Belkin, Daniel Hsu 0001, Partha Mitra	Overfitting or perfect fitting? Risk bounds for classification and regression rules that interpolate.	CoRR	2018	DBLP BibTeX RDF
17	Tomaso A. Poggio, Kenji Kawaguchi, Qianli Liao, Brando Miranda, Lorenzo Rosasco, Xavier Boix, Jack Hidary, Hrushikesh N. Mhaskar	Theory of Deep Learning III: explaining the non-overfitting puzzle.	CoRR	2018	DBLP BibTeX RDF
17	Vsevolod I. Avrutskiy	Avoiding overfitting of multilayer perceptrons by training derivatives.	CoRR	2018	DBLP BibTeX RDF
17	Zhongxing Yu, Matias Martinez, Benjamin Danglot, Thomas Durieux, Martin Monperrus	Alleviating Patch Overfitting with Automatic Test Generation: A Study of Feasibility and Effectiveness for the Nopol Repair System.	CoRR	2018	DBLP BibTeX RDF
17	Dilip Arumugam, David Abel, Kavosh Asadi, Nakul Gopalan, Christopher Grimm, Jun Ki Lee, Lucas Lehnert, Michael L. Littman	Mitigating Planner Overfitting in Model-Based Reinforcement Learning.	CoRR	2018	DBLP BibTeX RDF
17	Yubin Park, Joyce C. Ho	PaloBoost: An Overfitting-robust TreeBoost with Out-of-Bag Sample Regularization Techniques.	CoRR	2018	DBLP BibTeX RDF
17	George Philipp, Jaime G. Carbonell	The Nonlinearity Coefficient - Predicting Overfitting in Deep Neural Networks.	CoRR	2018	DBLP BibTeX RDF
17	Chiyuan Zhang, Oriol Vinyals, Rémi Munos, Samy Bengio	A Study on Overfitting in Deep Reinforcement Learning.	CoRR	2018	DBLP BibTeX RDF
17	Sara Silva, Leonardo Vanneschi, Ana I. R. Cabral, Maria José Alves do Rio Perestrelo de Vasconcelos	A semi-supervised Genetic Programming method for dealing with noisy labels and hidden overfitting.	Swarm Evol. Comput.	2018	DBLP DOI BibTeX RDF
17	Andrei Dmitri Gavrilov, Alex Jordache, Maya Vasdani, Jack Deng	Preventing Model Overfitting and Underfitting in Convolutional Neural Networks.	Int. J. Softw. Sci. Comput. Intell.	2018	DBLP DOI BibTeX RDF
17	Yang Cong, Ji Liu 0002, Baojie Fan, Peng Zeng 0001, Haibin Yu, Jiebo Luo	Online Similarity Learning for Big Data with Overfitting.	IEEE Trans. Big Data	2018	DBLP DOI BibTeX RDF
17	Andrei Dmitri Gavrilov, Alex Jordache, Maya Vasdani, Jack Deng	Convolutional Neural Networks: Estimating Relations in the Ising Model on Overfitting.	ICCI*CC	2018	DBLP DOI BibTeX RDF
17	Jee-weon Jung, Hee-Soo Heo, Il-Ho Yang, Hye-jin Shim, Ha-Jin Yu	Avoiding Speaker Overfitting in End-to-End DNNs Using Raw Waveform for Text-Independent Speaker Verification.	INTERSPEECH	2018	DBLP DOI BibTeX RDF
17	Pedram Daee, Tomi Peltola, Aki Vehtari, Samuel Kaski	User Modelling for Avoiding Overfitting in Interactive Knowledge Elicitation for Prediction.	IUI	2018	DBLP DOI BibTeX RDF
17	Samuel Yeom, Irene Giacomelli, Matt Fredrikson, Somesh Jha	Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting.	CSF	2018	DBLP DOI BibTeX RDF
17	Mikhail Belkin, Daniel J. Hsu, Partha Mitra	Overfitting or perfect fitting? Risk bounds for classification and regression rules that interpolate.	NeurIPS	2018	DBLP BibTeX RDF
17	Xuan-Bach Dinh Le, Ferdian Thung, David Lo 0001, Claire Le Goues	Overfitting in semantics-based automated program repair.	ICSE	2018	DBLP DOI BibTeX RDF
17	Hiroki Egawa, Yuichiro Shibata	Storing and Compressing Video into Neural Networks by Overfitting.	CISIS	2018	DBLP DOI BibTeX RDF
17	Geoffrey I. Webb	Overfitting.	Encyclopedia of Machine Learning and Data Mining	2017	DBLP DOI BibTeX RDF
17	Samuel Yeom, Matt Fredrikson, Somesh Jha	The Unintended Consequences of Overfitting: Training Data Inference Attacks.	CoRR	2017	DBLP BibTeX RDF
17	Vincent François-Lavet, Damien Ernst, Raphael Fonteneau	On overfitting and asymptotic bias in batch reinforcement learning with partial observability.	CoRR	2017	DBLP BibTeX RDF
17	Akm Ashiquzzaman, Abdul Kawsar Tushar, Md. Rashedul Islam, Jong-Myon Kim	Reduction of Overfitting in Diabetes Prediction Using Deep Learning Neural Network.	CoRR	2017	DBLP BibTeX RDF
17	Pedram Daee, Tomi Peltola, Aki Vehtari, Samuel Kaski	User Modelling for Avoiding Overfitting in Interactive Knowledge Elicitation for Prediction.	CoRR	2017	DBLP BibTeX RDF
17	Xu Sun 0001, Xuancheng Ren, Shuming Ma, Houfeng Wang	meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting.	CoRR	2017	DBLP BibTeX RDF
17	Xu Sun 0001, Weiwei Sun, Shuming Ma, Xuancheng Ren, Yi Zhang 0050, Wenjie Li, Houfeng Wang	Complex Structure Leads to Overfitting: A Structure Regularization Decoding Method for Natural Language Processing.	CoRR	2017	DBLP BibTeX RDF
17	Izhar Wallach, Abraham Heifets	Most Ligand-Based Benchmarks Measure Overfitting Rather than Accuracy.	CoRR	2017	DBLP BibTeX RDF
17	Tea Tusar, Klemen Gantar, Valentin Koblar, Bernard Zenko, Bogdan Filipic	A study of overfitting in optimization of a manufacturing quality control procedure.	Appl. Soft Comput.	2017	DBLP DOI BibTeX RDF
17	Xiaoyue Feng, Yanchun Liang 0001, Xiaohu Shi, Dong Xu 0002, Xu Wang, Renchu Guan	Overfitting Reduction of Text Classification Based on AdaBELM.	Entropy	2017	DBLP DOI BibTeX RDF
17	Robbie T. Nakatsu	Information Visualizations Used to Avoid the Problem of Overfitting in Supervised Machine Learning.	HCI (24)	2017	DBLP DOI BibTeX RDF
17	You Jin Kim, Han-Gyu Kim, Zhun Li, Ho-Jin Choi	Avoiding Overfitting in Deep Neural Networks for Clinical Opinions Generation from General Blood Test Results.	MedInfo	2017	DBLP DOI BibTeX RDF