Citation Impact
Citing Papers
Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion
2010 Standout
Visualizing Data using t-SNE
2008 StandoutNobel
Foundations of Machine Learning
2012
Random Features for Large-Scale Kernel Machines
2007 Standout
Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabeled Examples
2006 Standout
Generalization properties and implicit regularization for multiple passes SGM
2016
Understanding the difficulty of training deep feedforward neural networks
2010 Standout
Rarefaction and extrapolation with Hill numbers: a framework for sampling and estimation in species diversity studies
2013 Standout
A tutorial on modeling and analysis of dynamic social networks. Part I
2017
Hydrodynamics of soft active matter
2013 Standout
Coronavirus biology and replication: implications for SARS-CoV-2
2020 Standout
Transcriptional architecture of the mammalian circadian clock
2016 Standout
From particle to kinetic and hydrodynamic descriptions of flocking
2008
Point Set Registration: Coherent Point Drift
2010 Standout
Human-level control through deep reinforcement learning
2015 StandoutNatureNobel
Machine Learning methods for Quantitative Radiomic Biomarkers
2015 Standout
Hierarchical feature representation and multimodal fusion with deep learning for AD/MCI diagnosis
2014 Standout
Deep learning
2015 StandoutNatureNobel
Representation Learning: A Review and New Perspectives
2013 Standout
Discovering faster matrix multiplication algorithms with reinforcement learning
2022 StandoutNatureNobel
Review of deep learning: concepts, CNN architectures, challenges, applications, future directions
2021 Standout
General conditions for predictivity in learning theory
2004
Deep learning in neural networks: An overview
2014 Standout
Whatever next? Predictive brains, situated agents, and the future of cognitive science
2013 Standout
SARS-CoV-2 structure and replication characterized by in situ cryo-electron tomography
2020
Taking the Human Out of the Loop: A Review of Bayesian Optimization
2015 Standout
Functional organization of the human 4D Nucleome
2015
Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review
2017 Standout
Human3.6M: Large Scale Datasets and Predictive Methods for 3D Human Sensing in Natural Environments
2014 Standout
Internet of Things (IoT): A vision, architectural elements, and future directions
2013 Standout
Influence of partially known parameter on flaw characterization in Eddy Current Testing by using a random walk MCMC method based on metamodeling
2014 Standout
A simple proof of the Cucker-Smale flocking dynamics and mean-field limit
2009
Active Particles in Complex and Crowded Environments
2016 Standout
A Local Contrast Method for Small Infrared Target Detection
2013 Standout
New conditions for synchronization in dynamical communication networks
2011
Machine Learning in Medicine
2015 Standout
A tutorial on support vector regression
2004 Standout
Mathematical problems for the next century
1998
Approximate Maximum a Posteriori with Gaussian Process Priors
2007
On Different Facets of Regularization Theory
2002
Tensors in computations
2021
On Early Stopping in Gradient Descent Learning
2007
Consistency of Support Vector Machines and Other Regularized Kernel Classifiers
2005
A Comprehensive Survey on Transfer Learning
2020 Standout
Connectivity and synchronization of Vicsek model
2008
A few useful things to know about machine learning
2012 Standout
An Efficient Learning Procedure for Deep Boltzmann Machines
2012 StandoutNobel
Cucker–Smale Flocking Under Hierarchical Leadership and Random Interactions
2011
Decentralized finite-time sliding mode estimators and their applications in decentralized finite-time formation tracking
2010
Stochastic consensus over noisy networks with Markovian and arbitrary switches
2010
Flocking of multi‐agent dynamical systems with intermittent nonlinear velocity measurements
2011
Synchronization in complex networks of phase oscillators: A survey
2014 Standout
Optimal experimental design and some related control problems
2007
DECISION TREES DO NOT GENERALIZE TO NEW VARIATIONS
2010
Emergent Behavior of a Cucker-Smale Type Particle Model With Nonlinear Velocity Couplings
2010
Extension of the Cucker-Smale Control Law to Space Flight Formations
2009
Complete synchronization of Kuramoto oscillators with hierarchical leadership
2013
Asymptotic Flocking Dynamics for the Kinetic Cucker–Smale Model
2010
Deep belief network based deterministic and probabilistic wind speed forecasting approach
2016 Standout
A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures
2019 Standout
Consumer Perceptions of Price, Quality, and Value: A Means-End Model and Synthesis of Evidence
1988 Standout
Distributed leader–follower flocking control for multi-agent dynamical systems with time-varying velocities
2010
GAN（Generative Adversarial Nets）
2017 Standout
Determining interaction rules in animal swarms
2010
Collective motion
2012 Standout
Understanding deep learning (still) requires rethinking generalization
2021 Standout
A survey of deep neural network architectures and their applications
2016 Standout
Learning Deep Architectures for AI
2009 Standout
Decision versus compromise for animal groups in motion
2011
Dynamical recognizers: real-time language recognition by analog computers
1998
Recent advances in convolutional neural networks
2017 Standout
On Computing the Critical Coupling Coefficient for the Kuramoto Model on a Complete Bipartite Graph
2009
Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations
2002 Standout
A survey of computational complexity results in systems and control
2000
Efficient polynomial system-solving by numerical methods
2009
An Overview of Recent Progress in the Study of Distributed Multi-Agent Coordination
2012 Standout
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation
2019 Standout
Graph Regularized Nonnegative Matrix Factorization for Data Representation
2010 Standout
Emergent behaviour of a generalized Viscek-type flocking model
2010
A survey of transfer learning
2016 Standout
Deep Learning in Medical Image Analysis
2017 Standout
Agreeing Asynchronously
2008
Cucker-Smale Flocking With Inter-Particle Bonding Forces
2010
Most Tensor Problems Are NP-Hard
2013 Standout
New tools for characterizing swarming systems: A comparison of minimal models
2008
An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach
2011 Standout
Definition and Classification of Power System Stability IEEE/CIGRE Joint Task Force on Stability Terms and Definitions
2004 Standout
Flocking and synchronization of particle models
2010
Mathematics of the Neural Response
2009
Estimation of Entropy and Mutual Information
2003
On the optimal parameter choice for v-support vector machines
2003
Emergence of time-asymptotic flocking in a stochastic Cucker-Smale system
2009
Inferring the structure and dynamics of interactions in schooling fish
2011
Works of Felipe Cucker being referenced
Learning Theory: An Approximation Theory Viewpoint (Cambridge Monographs on Applied & Computational Mathematics)
2007
Flocking with informed agents
2008
Complexity and Real Computation
1998
On the mathematics of emergence
2007
On real Turing machines that toss coins
1995
Learning Theory
2007
Approximate Zeros and Condition Numbers
1999
Complexity Lower Bounds for Approximation Algebraic Computation Trees
1999
On Digital Nondeterminism
1996
Condition
2013
A Polynomial Time Algorithm for Diophantine Equations in One Variable
1999
On the Power of Real Turing Machines over Binary Inputs
1997
Complexity estimates depending on condition and round-off error
1999
A General Collision-Avoiding Flocking Framework
2011
Flocking in noisy environments
2007
On the mathematical foundations of learning
2001
Emergent Behavior in Flocks
2007
Avoiding Collisions in Flocks
2010
On digital nondeterminism
1996
Foundations of Computational Mathematics, Budapest 2011
2012
ON THE CRITICAL EXPONENT FOR FLOCKS UNDER HIERARCHICAL LEADERSHIP
2009
A numerical algorithm for zero counting, I: Complexity and accuracy
2008