Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
17 | Zhu Li, Zhi-Hua Zhou, Arthur Gretton |
Towards an Understanding of Benign Overfitting in Neural Networks. |
CoRR |
2021 |
DBLP BibTeX RDF |
|
17 | Robert Wolfe, Aylin Caliskan |
Low Frequency Names Exhibit Bias and Overfitting in Contextualizing Language Models. |
CoRR |
2021 |
DBLP BibTeX RDF |
|
17 | Dusan Varis, Ondrej Bojar |
Sequence Length is a Domain: Length-based Overfitting in Transformer Models. |
CoRR |
2021 |
DBLP BibTeX RDF |
|
17 | Jinghui Chen, Yuan Cao 0006, Quanquan Gu |
Benign Overfitting in Adversarially Robust Linear Classification. |
CoRR |
2021 |
DBLP BibTeX RDF |
|
17 | Mohammad Babaeizadeh, Mohammad Taghi Saffar, Suraj Nair 0003, Sergey Levine, Chelsea Finn, Dumitru Erhan |
FitVid: Overfitting in Pixel-Level Video Prediction. |
CoRR |
2021 |
DBLP BibTeX RDF |
|
17 | Niladri S. Chatterji, Philip M. Long |
Foolish Crowds Support Benign Overfitting. |
CoRR |
2021 |
DBLP BibTeX RDF |
|
17 | Karim Huesmann, Luis Garcia Rodriguez, Lars Linsen, Benjamin Risse |
The Impact of Activation Sparsity on Overfitting in Convolutional Neural Networks. |
CoRR |
2021 |
DBLP BibTeX RDF |
|
17 | Difan Zou, Jingfeng Wu, Vladimir Braverman, Quanquan Gu, Sham M. Kakade |
Benign Overfitting of Constant-Stepsize SGD for Linear Regression. |
CoRR |
2021 |
DBLP BibTeX RDF |
|
17 | Peilin Kang, Seyed-Mohsen Moosavi-Dezfooli |
Understanding Catastrophic Overfitting in Adversarial Training. |
CoRR |
2021 |
DBLP BibTeX RDF |
|
17 | Yuan-Long Peng, Wei-Po Lee |
Data selection to avoid overfitting for foreign exchange intraday trading with machine learning. |
Appl. Soft Comput. |
2021 |
DBLP DOI BibTeX RDF |
|
17 | Hongying Zheng, Zhiqiang Zhou, Jianyong Chen |
RLSTM: A New Framework of Stock Prediction by Using Random Noise for Overfitting Prevention. |
Comput. Intell. Neurosci. |
2021 |
DBLP DOI BibTeX RDF |
|
17 | Janez Demsar, Blaz Zupan |
Hands-on training about overfitting. |
PLoS Comput. Biol. |
2021 |
DBLP DOI BibTeX RDF |
|
17 | Vasu Singla, Sahil Singla 0002, Soheil Feizi, David Jacobs 0001 |
Low Curvature Activations Reduce Overfitting in Adversarial Training. |
ICCV |
2021 |
DBLP DOI BibTeX RDF |
|
17 | Jiaming Liu, Ming Lu, Kaixin Chen 0001, Xiaoqi Li 0009, Shizun Wang, Zhaoqing Wang, Enhua Wu, Yurong Chen 0001, Chuang Zhang, Ming Wu 0001 |
Overfitting the Data: Compact Neural Video Delivery via Content-aware Feature Modulation. |
ICCV |
2021 |
DBLP DOI BibTeX RDF |
|
17 | Yu Mikami, Chihiro Tsutake, Keita Takahashi 0001, Toshiaki Fujii |
An Efficient Image Compression Method Based On Neural Network: An Overfitting Approach. |
ICIP |
2021 |
DBLP DOI BibTeX RDF |
|
17 | Le Xu, Lei Cheng 0003, Ngai Wong, Yik-Chung Wu |
Overfitting Avoidance in Tensor Train Factorization and Completion: Prior Analysis and Inference. |
ICDM |
2021 |
DBLP DOI BibTeX RDF |
|
17 | Satoru Watanabe, Hayato Yamana |
Overfitting Measurement of Deep Neural Networks Using No Data. |
DSAA |
2021 |
DBLP DOI BibTeX RDF |
|
17 | Qipei Li, Ming Yan 0005, Jie Xu |
Optimizing Convolutional Neural Network Performance by Mitigating Underfitting and Overfitting. |
ICIS |
2021 |
DBLP DOI BibTeX RDF |
|
17 | Guilherme Perin, Ileana Buhan, Stjepan Picek |
Learning When to Stop: A Mutual Information Approach to Prevent Overfitting in Profiled Side-Channel Analysis. |
COSADE |
2021 |
DBLP DOI BibTeX RDF |
|
17 | Boris Lorbeer, Max Botler |
Anomaly detection with partitioning overfitting autoencoder ensembles. |
ICMV |
2021 |
DBLP DOI BibTeX RDF |
|
17 | Stéphane Chrétien, Emmanuel Caron |
Benign overfitting of fully connected Deep Nets: A Sobolev space viewpoint. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
17 | Wenzhe Lu, Heng Qiao |
On Overfitting in Discrete Super-Resolution Recovery. |
ICASSP |
2021 |
DBLP DOI BibTeX RDF |
|
17 | Ke Wang 0035, Christos Thrampoulidis |
Benign Overfitting in Binary Classification of Gaussian Mixtures. |
ICASSP |
2021 |
DBLP DOI BibTeX RDF |
|
17 | Amirfarhad Nilizadeh, Gary T. Leavens, Xuan-Bach Dinh Le, Corina S. Pasareanu, David R. Cok |
Exploring True Test Overfitting in Dynamic Automated Program Repair using Formal Methods. |
ICST |
2021 |
DBLP DOI BibTeX RDF |
|
17 | Jiha Kim, Hyunhee Park |
OA-GAN: Overfitting Avoidance Method of GAN oversampling based on xAI. |
ICUFN |
2021 |
DBLP DOI BibTeX RDF |
|
17 | Xuansheng Wu, Feichi Yang, Tong Zhou, Xinyue Lin |
Rethinking the Impacts of Overfitting and Feature Quality on Small-scale Video Classification. |
ACM Multimedia |
2021 |
DBLP DOI BibTeX RDF |
|
17 | Danni Peng, Xiaobo Hu, Anxiang Zeng, Jie Zhang 0002 |
Preventing Overfitting via Sample Reweighting for Recommender System Incremental Update (Student Abstract). |
AAAI |
2021 |
DBLP DOI BibTeX RDF |
|
17 | Hoki Kim, Woojin Lee, Jaewook Lee 0001 |
Understanding Catastrophic Overfitting in Single-step Adversarial Training. |
AAAI |
2021 |
DBLP DOI BibTeX RDF |
|
17 | Dusan Varis, Ondrej Bojar |
Sequence Length is a Domain: Length-based Overfitting in Transformer Models. |
EMNLP (1) |
2021 |
DBLP DOI BibTeX RDF |
|
17 | Robert Wolfe, Aylin Caliskan |
Low Frequency Names Exhibit Bias and Overfitting in Contextualizing Language Models. |
EMNLP (1) |
2021 |
DBLP DOI BibTeX RDF |
|
17 | Frederic Koehler, Lijia Zhou, Danica J. Sutherland, Nathan Srebro |
Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds and Benign Overfitting. |
NeurIPS |
2021 |
DBLP BibTeX RDF |
|
17 | Ke Wang 0035, Vidya Muthukumar, Christos Thrampoulidis |
Benign Overfitting in Multiclass Classification: All Roads Lead to Interpolation. |
NeurIPS |
2021 |
DBLP BibTeX RDF |
|
17 | Difan Zou, Jingfeng Wu, Vladimir Braverman, Quanquan Gu, Sham M. Kakade |
Benign Overfitting of Constant-Stepsize SGD for Linear Regression. |
COLT |
2021 |
DBLP BibTeX RDF |
|
17 | Aritra Ray, Hena Ray |
Study of Overfitting through Activation Functions as a Hyper-parameter for Image Clothing Classification using Neural Network. |
ICCCNT |
2021 |
DBLP DOI BibTeX RDF |
|
17 | Malte Schilling |
Avoid Overfitting in Deep Reinforcement Learning: Increasing Robustness Through Decentralized Control. |
ICANN (4) |
2021 |
DBLP DOI BibTeX RDF |
|
17 | Tianlong Chen, Zhenyu Zhang 0015, Sijia Liu 0001, Shiyu Chang, Zhangyang Wang |
Robust Overfitting may be mitigated by properly learned smoothening. |
ICLR |
2021 |
DBLP BibTeX RDF |
|
17 | Amartya Sanyal, Puneet K. Dokania, Varun Kanade, Philip H. S. Torr |
How Benign is Benign Overfitting ? |
ICLR |
2021 |
DBLP BibTeX RDF |
|
17 | Ties van Rozendaal, Iris A. M. Huijben, Taco Cohen |
Overfitting for Fun and Profit: Instance-Adaptive Data Compression. |
ICLR |
2021 |
DBLP BibTeX RDF |
|
17 | Jing Luo 0006, Yaojie Wang, Rong Xu, Guangming Liu, Xiaofan Wang 0002, Yijing Gong |
Channel Drop Out: A Simple Way to Prevent CNN from Overfitting in Motor Imagery Based BCI. |
ICPCSEE (1) |
2021 |
DBLP DOI BibTeX RDF |
|
17 | Daniel Rivero 0001, Enrique Fernández-Blanco, Carlos Fernandez-Lozano, Alejandro Pazos |
Population subset selection for the use of a validation dataset for overfitting control in genetic programming. |
J. Exp. Theor. Artif. Intell. |
2020 |
DBLP DOI BibTeX RDF |
|
17 | Malte Probst, Franz Rothlauf |
Harmless Overfitting: Using Denoising Autoencoders in Estimation of Distribution Algorithms. |
J. Mach. Learn. Res. |
2020 |
DBLP BibTeX RDF |
|
17 | Zsuzsanna Szabó, Tomás Mikita, Gábor Négyesi, Orsolya Gyöngyi Varga, Péter Burai, László Takács-Szilágyi, Szilárd Szabó |
Uncertainty and Overfitting in Fluvial Landform Classification Using Laser Scanned Data and Machine Learning: A Comparison of Pixel and Object-Based Approaches. |
Remote. Sens. |
2020 |
DBLP DOI BibTeX RDF |
|
17 | Ledan Qian, Libing Hu, Li Zhao 0005, Tao Wang 0052, Runhua Jiang |
Sequence-Dropout Block for Reducing Overfitting Problem in Image Classification. |
IEEE Access |
2020 |
DBLP DOI BibTeX RDF |
|
17 | Sean D. McCabe, Dan-Yu Lin, Michael I. Love |
Consistency and overfitting of multi-omics methods on experimental data. |
Briefings Bioinform. |
2020 |
DBLP DOI BibTeX RDF |
|
17 | Illia Horenko |
On a Scalable Entropic Breaching of the Overfitting Barrier for Small Data Problems in Machine Learning. |
Neural Comput. |
2020 |
DBLP DOI BibTeX RDF |
|
17 | Zheng Yang, Fan Gao, Songnian Fu, Ming Tang 0005, Deming Liu |
Overfitting effect of artificial neural network based nonlinear equalizer: from mathematical origin to transmission evolution. |
Sci. China Inf. Sci. |
2020 |
DBLP DOI BibTeX RDF |
|
17 | Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin |
Improving BPSO-based feature selection applied to offline WI handwritten signature verification through overfitting control. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Boris Lorbeer, Max Botler |
Anomaly Detection With Partitioning Overfitting Autoencoder Ensembles. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Mozhi Zhang, Yoshinari Fujinuma, Michael J. Paul, Jordan L. Boyd-Graber |
Why Overfitting Isn't Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | David Brandfonbrener, William F. Whitney, Rajesh Ranganath, Joan Bruna |
Overfitting and Optimization in Offline Policy Learning. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Jason W. Rocks, Pankaj Mehta |
Memorizing without overfitting: Bias, variance, and interpolation in over-parameterized models. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Shirley Liu, Charles Lehman, Ghassan AlRegib |
Robustness and Overfitting Behavior of Implicit Background Models. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Zhaodong Sun |
Solving Inverse Problems with Hybrid Deep Image Priors: the challenge of preventing overfitting. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Stéphane d'Ascoli, Levent Sagun, Giulio Biroli |
Triple descent and the two kinds of overfitting: Where & why do they appear? |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Amartya Sanyal, Puneet K. Dokania, Varun Kanade, Philip H. S. Torr |
How benign is benign overfitting? |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Yasin Yazici, Chuan-Sheng Foo, Stefan Winkler 0001, Kim-Hui Yap, Vijay Chandrasekhar 0001 |
Empirical Analysis of Overfitting and Mode Drop in GAN Training. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Maciej A. Czyzewski |
batchboost: regularization for stabilizing training with resistance to underfitting & overfitting. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Vijay Pandey |
Overcoming Overfitting and Large Weight Update Problem in Linear Rectifiers: Thresholded Exponential Rectified Linear Units. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Daniel Bashir, George D. Montañez, Sonia Sehra, Pedro Sandoval Segura, Julius Lauw |
An Information-Theoretic Perspective on Overfitting and Underfitting. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Wei Wang 0250, Yimeng Chai, Tao Cui, Chuang Wang, Baohua Zhang, Yue Li 0013, Yi An |
Restrained Generative Adversarial Network against Overfitting in Numeric Data Augmentation. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Benjamin J. Lengerich, Eric P. Xing, Rich Caruana |
On Dropout, Overfitting, and Interaction Effects in Deep Neural Networks. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Zhu Li, Weijie J. Su, Dino Sejdinovic |
Benign Overfitting and Noisy Features. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Zeke Xie, Fengxiang He, Shaopeng Fu, Issei Sato, Dacheng Tao, Masashi Sugiyama |
Artificial Neural Variability for Deep Learning: On Overfitting, Noise Memorization, and Catastrophic Forgetting. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Zichao Li 0002, Liyuan Liu, Chengyu Dong, Jingbo Shang |
Overfitting or Underfitting? Understand Robustness Drop in Adversarial Training. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Leslie Rice, Eric Wong 0001, J. Zico Kolter |
Overfitting in adversarially robust deep learning. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Ke Wang 0035, Christos Thrampoulidis |
Benign Overfitting in Binary Classification of Gaussian Mixtures. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Illia Horenko |
On a scalable entropic breaching of the overfitting barrier in machine learning. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Kathrin Grosse, Taesung Lee, Youngja Park, Michael Backes 0001, Ian M. Molloy |
A new measure for overfitting and its implications for backdooring of deep learning. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Hoki Kim, Woojin Lee, Jaewook Lee 0001 |
Understanding Catastrophic Overfitting in Single-step Adversarial Training. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Richard Jones, Christoph Klemenjak, Stephen Makonin, Ivan V. Bajic |
Exploring Bayesian Surprise to Prevent Overfitting and to Predict Model Performance in Non-Intrusive Load Monitoring. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Sumit Mukherjee, Yixi Xu, Anusua Trivedi, Juan Lavista Ferres |
Protecting GANs against privacy attacks by preventing overfitting. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Peizhong Ju, Xiaojun Lin 0001, Jia Liu 0002 |
Overfitting Can Be Harmless for Basis Pursuit: Only to a Degree. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Karim Huesmann, Sören Klemm, Lars Linsen, Benjamin Risse |
Exploiting the Full Capacity of Deep Neural Networks while Avoiding Overfitting by Targeted Sparsity Regularization. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Anand Ramakrishnan, Warren B. Jackson, Kent Evans |
A novel residual whitening based training to avoid overfitting. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
17 | Guilherme Perin, Ileana Buhan, Stjepan Picek |
Learning when to stop: a mutual information approach to fight overfitting in profiled side-channel analysis. |
IACR Cryptol. ePrint Arch. |
2020 |
DBLP BibTeX RDF |
|
17 | Oscar Déniz-Suárez, Aníbal Pedraza, Noelia Vállez, Jesús Salido, Gloria Bueno |
Robustness to adversarial examples can be improved with overfitting. |
Int. J. Mach. Learn. Cybern. |
2020 |
DBLP DOI BibTeX RDF |
|
17 | Samuel Yeom, Irene Giacomelli, Alan Menaged, Matt Fredrikson, Somesh Jha |
Overfitting, robustness, and malicious algorithms: A study of potential causes of privacy risk in machine learning. |
J. Comput. Secur. |
2020 |
DBLP DOI BibTeX RDF |
|
17 | Richard C. Gerum, André Erpenbeck, Patrick Krauss, Achim Schilling |
Sparsity through evolutionary pruning prevents neuronal networks from overfitting. |
Neural Networks |
2020 |
DBLP DOI BibTeX RDF |
|
17 | Edouard Duchesnay |
Neuroimaging signatures of brain disorders: Fighting overfitting in predictive models. |
|
2020 |
RDF |
|
17 | Hayato Itsumi, Florian Beye, Yusuke Shinohara, Takanori Iwai |
Training With Cache: Specializing Object Detectors From Live Streams Without Overfitting. |
ICIP |
2020 |
DBLP DOI BibTeX RDF |
|
17 | Yasin Yazici, Chuan-Sheng Foo, Stefan Winkler 0001, Kim-Hui Yap, Vijay Chandrasekhar 0001 |
Empirical Analysis Of Overfitting And Mode Drop In Gan Training. |
ICIP |
2020 |
DBLP DOI BibTeX RDF |
|
17 | Shirley Liu, Charles Lehman, Ghassan AlRegib |
Robustness And Overfitting Behavior Of Implicit Background Models. |
ICIP |
2020 |
DBLP DOI BibTeX RDF |
|
17 | Jayadev Acharya, Ananda Theertha Suresh |
Optimal multiclass overfitting by sequence reconstruction from Hamming queries. |
ALT |
2020 |
DBLP BibTeX RDF |
|
17 | Karim Huesmann, Luis Garcia Rodriguez, Lars Linsen, Benjamin Risse |
The Impact of Activation Sparsity on Overfitting in Convolutional Neural Networks. |
ICPR Workshops (3) |
2020 |
DBLP DOI BibTeX RDF |
|
17 | Mohammed Saqib, Yuanda Zhu, May D. Wang, Brett K. Beaulieu-Jones |
Regularization of Deep Neural Networks for EEG Seizure Detection to Mitigate Overfitting. |
COMPSAC |
2020 |
DBLP DOI BibTeX RDF |
|
17 | Liangzhu Ge, Yuexian Hou, Yaju Jiang, Shuai Yao, Chao Yang |
VECA: A Method for Detecting Overfitting in Neural Networks (Student Abstract). |
AAAI |
2020 |
DBLP DOI BibTeX RDF |
|
17 | Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin |
Improving BPSO-based feature selection applied to offline WI handwritten signature verification through overfitting control. |
GECCO Companion |
2020 |
DBLP DOI BibTeX RDF |
|
17 | Mingyi Lim, Giovani Guizzo, Justyna Petke |
Impact of Test Suite Coverage on Overfitting in Genetic Improvement of Software. |
SSBSE |
2020 |
DBLP DOI BibTeX RDF |
|
17 | Brian Davis, Kevin McLoughlin, Jonathan E. Allen, Sally R. Ellingson |
Quantifying Overfitting Potential in Drug Binding Datasets. |
ICCS (3) |
2020 |
DBLP DOI BibTeX RDF |
|
17 | Peizhong Ju, Xiaojun Lin 0001, Jia Liu 0002 |
Overfitting Can Be Harmless for Basis Pursuit, But Only to a Degree. |
NeurIPS |
2020 |
DBLP BibTeX RDF |
|
17 | Stéphane d'Ascoli, Levent Sagun, Giulio Biroli |
Triple descent and the two kinds of overfitting: where & why do they appear? |
NeurIPS |
2020 |
DBLP BibTeX RDF |
|
17 | Fernando M. de Paula Neto, Gustavo I. S. Filho, Cláudio A. Monteiro |
Approaches to Avoid Overfitting in a Quantum Perceptron. |
IJCNN |
2020 |
DBLP DOI BibTeX RDF |
|
17 | Hyun-il Lim |
A Study on the Effect of DropConnect to Control Overfitting in Designing Neural Networks. |
MLIS |
2020 |
DBLP DOI BibTeX RDF |
|
17 | Xingyou Song, Yiding Jiang, Stephen Tu, Yilun Du, Behnam Neyshabur |
Observational Overfitting in Reinforcement Learning. |
ICLR |
2020 |
DBLP BibTeX RDF |
|
17 | Satrajit Chatterjee, Alan Mishchenko |
Circuit-Based Intrinsic Methods to Detect Overfitting. |
ICML |
2020 |
DBLP BibTeX RDF |
|
17 | Leslie Rice, Eric Wong 0001, J. Zico Kolter |
Overfitting in adversarially robust deep learning. |
ICML |
2020 |
DBLP 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 (Extended Abstract). (Journal track) |
IJCAI |
2020 |
DBLP DOI 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. |
AISTATS |
2020 |
DBLP BibTeX RDF |
|
17 | Daniel Bashir, George D. Montañez, Sonia Sehra, Pedro Sandoval Segura, Julius Lauw |
An Information-Theoretic Perspective on Overfitting and Underfitting. |
Australasian Conference on Artificial Intelligence |
2020 |
DBLP DOI BibTeX RDF |
|
17 | Mozhi Zhang, Yoshinari Fujinuma, Michael J. Paul, Jordan L. Boyd-Graber |
Why Overfitting Isn't Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries. |
ACL |
2020 |
DBLP DOI BibTeX RDF |
|