Bottou, Léon

Gradient-based learning applied to document recognition

Lecun, Y., Bottou, L., Bengio, Y., & Haffner, P. (1998) · Proceedings of the IEEE

Handwritten Text Recognition TechniquesVehicle License Plate Recognition

Cited by 58,805

Large-Scale Machine Learning with Stochastic Gradient Descent

Bottou, L. (2010) · Proceedings of COMPSTAT'2010

Stochastic Gradient Optimization TechniquesMachine Learning and Data Classification

Cited by 5,795

SIGNATURE VERIFICATION USING A “SIAMESE” TIME DELAY NEURAL NETWORK

BROMLEY, J., BENTZ, J. W., BOTTOU, L., GUYON, I., LECUN, Y., MOORE, C., SÄCKINGER, E., & SHAH, R. (1994) · Series in Machine Perception and Artificial Intelligence

Handwritten Text Recognition TechniquesUser Authentication and Security Systems

Cited by 2,350

Wasserstein GAN

Arjovsky, M., Chintala, S., & Bottou, L. (2017) · arXiv

Generative Adversarial Networks and Image SynthesisStochastic Gradient Optimization Techniques

Cited by 2,225

Signature Verification Using A "Siamese" Time Delay Neural Network

BROMLEY, J., BENTZ, J. W., BOTTOU, L., GUYON, I., LECUN, Y., MOORE, C., SÄCKINGER, E., & SHAH, R. (1993) · International Journal of Pattern Recognition and Artificial Intelligence

Handwritten Text Recognition TechniquesUser Authentication and Security Systems

Cited by 2,077

Learning methods for generic object recognition with invariance to pose and lighting

LeCun, Y., Huang, F. J., & Bottou, L. (2004) · Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004.

Advanced Image and Video Retrieval TechniquesAdvanced Neural Network Applications

Cited by 1,324

Object Recognition with Gradient-Based Learning

LeCun, Y., Haffner, P., Bottou, L., & Bengio, Y. (1999) · Lecture Notes in Computer Science

Advanced Neural Network ApplicationsHandwritten Text Recognition Techniques

Cited by 947

Invariant Risk Minimization

Arjovsky, M., Bottou, L., Gulrajani, I., & Lopez-Paz, D. (2019) · arXiv

Domain Adaptation and Few-Shot LearningMachine Learning and Algorithms

Cited by 927

Local Learning Algorithms

Bottou, L., & Vapnik, V. (1992) · Neural Computation

Neural Networks and ApplicationsMachine Learning and ELM

Cited by 542

Unifying distillation and privileged information

Lopez-Paz, D., Bottou, L., Schölkopf, B., & Vapnik, V. (2015) · arXiv

Machine Learning and AlgorithmsDomain Adaptation and Few-Shot Learning

Cited by 270

Cold Case: The Lost MNIST Digits

Yadav, C., & Bottou, L. (2019) · arXiv

Machine Learning and Data ClassificationHandwritten Text Recognition Techniques

Cited by 69

Memory Mosaics

Zhang, J., Nolte, N., Sadhukhan, R., Chen, B., & Bottou, L. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 10

Algorithmic Bias and Data Bias: Understanding the Relation between Distributionally Robust Optimization and Data Curation

Słowik, A., & Bottou, L. (2021) · arXiv

Ethics and Social Impacts of AIPrivacy-Preserving Technologies in Data

Cited by 7

Memory Mosaics at scale

Zhang, J., & Bottou, L. (2025) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 4