P. Gaillard

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A Continuized View on Nesterov Acceleration for Stochastic Gradient Descent and Randomized Gossip pdf

Hadrien Hendrikx, Francis Bach, Nicolas Flammarion, 2021, ArXiv.

Forecasting electricity consumption by aggregating specialized experts A review of the sequential aggregation of specialized experts, with an application to Slovakian and French country-wide one-day-ahead (half-)hourly predictions

Gilles Stoltz, P. Gaillard, Marie Devaine, 2012 .

Forecasting Electricity Consumption by Aggregating Experts; How to Design a Good Set of Experts

Yannig Goude, Pierre Gaillard, P. Gaillard, 2015 .

Improved Sleeping Bandits with Stochastic Actions Sets and Adversarial Rewards

Michal Valko, P. Gaillard, Aadirupa Saha, 2020, ICML.

Additive models and robust aggregation for GEFCom2014 probabilistic electric load and electricity price forecasting

P. Gaillard, Raphael Nedellec, Y. Goude, 2016 .

E FFICIENT ONLINE LEARNING WITH K ERNELS FOR ADVERSARIAL LARGE SCALE PROBLEMS

P. Gaillard, Alessandro Rudi, Rémi Jézéquel, 2019 .

LEARNING WITH K ERNELS FOR ADVERSARIAL LARGE SCALE PROBLEMS

P. Gaillard, Alessandro Rudi, Rémi Jézéquel, 2019 .

From Fredholm and Wronskian representations to rational solutions to the KPI equation depending on 2N − 2 parameters, the structure of the solutions and the case of fourth order

P. Gaillard, 2017 .

6-th order rational solutions to the KPI equation depending on 10 parameters

P. Gaillard, 2017 .

A New Family of Deformations of Darboux-Pöschl-Teller Potentials

P. Gaillard, 2004 .

Multi-parametric families of real and non singular solutions of the Kadomtsev-Petviasvili I equation

P. Gaillard, 2021, Universal Journal of Mathematics and Applications.

2N+1 highest amplitude of the modulus of the N-th order AP breather and other 2N-2 parameters solutions to the NLS equation

P. Gaillard, 2015 .

Tenth order solutions to the NLS equation with eighteen parameters

M. Gastineau, P. Gaillard, 2015 .

Degenerate determinant representation of solutions of the NLS equation, higher Peregrine breathers and multi-rogue waves.

P. Gaillard, 2012 .

Efficient and Near-Optimal Online Portfolio Selection

P. Gaillard, Dmitrii Ostrovskii, R'emi J'ez'equel, 2022, 2209.13932.

Rational Solutions to the Boussinesq Equation

P. Gaillard, 2019, Fundamental Journal of Mathematics and Applications.

One Arrow, Two Kills: An Unified Framework for Achieving Optimal Regret Guarantees in Sleeping Bandits

P. Gaillard, Aadirupa Saha, Soham Dan, 2022, AISTATS.

Eﬀicient online learning with kernels for adversarial large scale problems

P. Gaillard, Alessandro Rudi, Rémi Jézéquel, 2022 .

Versatile Dueling Bandits: Best-of-both World Analyses for Online Learning from Relative Preferences

P. Gaillard, Aadirupa Saha, 2022 .

Families of solutions to the KPI equation and the structure of their rational representations of order N

P. Gaillard, 2018 .

Invariant syzygies and semisimple groups

P. Gaillard, 1992 .

A Continuized View on Nesterov Acceleration pdf

Francis Bach, Nicolas Flammarion, Pierre Gaillard, 2021, ArXiv.

Semi-parametric models and robust aggregation for GEFCom 2014 probabilistic electric load and electricity price forecasting

Yannig Goude, Pierre Gaillard, Raphaël Nedellec, 2015 .

Multiparametric Rational Solutions of Order N to the KPI Equation and the Explicit Case of Order 3

P. Gaillard, 2021, Archives of Current Research International.

Rational solutions to the KPI equation from particular polynomials

Pierre Gaillard, P. Gaillard, 2021, Wave Motion.

Fredholm representations of solutions to the KPI equation, their wronkian versions and rogue waves

P. Gaillard, 2016 .

Fredholm and Wronskian representations of solutions to the KPI equation and multi-rogue waves

Pierre Gaillard, P. Gaillard, 2016 .

Rogue Waves of the Hirota Equation in Terms of Quasi-rational Solutions Depending on Multi-parameters

P. Gaillard, 2023, WSEAS Transactions on Mathematics.

Rational solutions to the mKdV equation associated to particular polynomials

P. Gaillard, 2021, Wave Motion.

The mKdV equation and multi-parameters rational solutions

Pierre Gaillard, P. Gaillard, 2021 .

Other 2N − 2 parameters solutions of the NLS equation and 2N + 1 highest amplitude of the modulus of the N th order AP breather

P. Gaillard, 2015 .

The Fifth Order Peregrine Breather and Its Eight-Parameter Deformations Solutions of the NLS Equation

P. Gaillard, 2014 .

Rogue Waves of the Lakshmanan Porsezian Daniel Equation Depending on Multi-parameters

P. Gaillard, 2022, Asian Journal of Advanced Research and Reports.

Degenerate Riemann theta functions, Fredholm and wronskian representations of the solutions to the KdV equation and the degenerate rational case

Pierre Gaillard, P. Gaillard, 2021, Journal of Geometry and Physics.

Families of quasi-rational solutions of the NLS equation and multi-rogue waves

Pierre Gaillard, P. Gaillard, 2011 .

Wronskian and Casorati determinant representations for Darboux–Pöschl–Teller potentials and their difference extensions

V. Matveev, P. Gaillard, 2009 .

Efficient improper learning for online logistic regression

P. Gaillard, Alessandro Rudi, R'emi J'ez'equel, 2020, COLT.

A Chaining Algorithm for Online Nonparametric Regression pdf

Pierre Gaillard, Sébastien Gerchinovitz, P. Gaillard, 2015, COLT.

Efficient online algorithms for fast-rate regret bounds under sparsity

Olivier Wintenberger, Pierre Gaillard, P. Gaillard, 2018, NeurIPS.

Multi-Parametric Families of Solutions of Order $N$ to the Boussinesq and KP Equations and the Degenerate Rational Case

P. Gaillard, 2020 .

Hierarchy of solutions to the NLS equation and multi-rogue waves

P. Gaillard, 2015 .

Multiparametric Families of Solutions of the Kadomtsev–Petviashvili-I Equation, the Structure of Their Rational Representations, and Multi-Rogue Waves

P. Gaillard, 2018, Theoretical and Mathematical Physics.

Patterns of deformations of Peregrine breather of order 3 and 4 solutions to the NLS equation with multi parameters

M. Gastineau, P. Gaillard, 2016 .

Toward a classification of quasirational solutions of the nonlinear Schrödinger equation

P. Gaillard, 2016 .

Higher order Peregrine breathers solutions to the NLS equation

P. Gaillard, 2015 .

Multi-parametric Deformations of Peregrine BreathersSolutions to the NLS Equation

Pierre Gaillard, P. Gaillard, 2015 .

Multi-parametric solutions to the NLS equation

P. Gaillard, 2015, 1503.07899.

Two-parameter determinant representation of seventh order rogue wave solutions of the NLS equation

P. Gaillard, 2013 .

Ten-parameter deformations of the sixth-order Peregrine breather solutions of the NLS equation

P. Gaillard, 2013 .

Families of solutions to the KPI equation given by an extended Darboux transformation

P. Gaillard, 2022, Partial Differential Equations and Applications.

Other Families of Rational Solutions to the KPI Equation

P. Gaillard, 2021, Asian Research Journal of Mathematics.

Fredholm and wronskian representations of solutions to the Johnson equation and the third order case

P. Gaillard, 2020 .

Families of Solutions of Order 5 to the Johnson Equation Depending on 8 Parameters

P. Gaillard, 2018, New Horizons in Mathematical Physics.

Multiparametric Families of Solutions of the Kadomtsev–Petviashvili-I Equation, the Structure of Their Rational Representations, and Multi-Rogue Waves

P. Gaillard, 2018, Theoretical and Mathematical Physics.

The Johnson Equation, Fredholm and Wronskian Representations of Solutions, and the Case of Order Three

P. Gaillard, 2018, Advances in Mathematical Physics.

First and second order rational solutions to the Johnson equation and rogue waves

P. Gaillard, 2018 .

Rational solutions to the KPI equation of order 7 depending on 12 parameters

P. Gaillard, 2018 .

Families of rational solutions of order 5 to the KPI equation depending on 8 parameters

P. Gaillard, 2017 .

Target Tracking for Contextual Bandits: Application to Demand Side Management pdf

Gilles Stoltz, Yannig Goude, Pierre Gaillard, 2019, ICML.

Introduction to the Alexandru Conjecture

P. Gaillard, 2000, math/0003069.

Grothendieck categories and support conditions

P. Gaillard, 2003, math/0309296.

Continuized Accelerations of Deterministic and Stochastic Gradient Descents, and of Gossip Algorithms

F. Bach, Nicolas Flammarion, L. Massoulié, 2021, NeurIPS.

Algorithmic Chaining and the Role of Partial Feedback in Online Nonparametric Learning

Claudio Gentile, Nicolò Cesa-Bianchi, Pierre Gaillard, 2017, COLT.

A new look at shifting regret pdf

Nicolò Cesa-Bianchi, Gábor Lugosi, Gilles Stoltz, 2012, ArXiv.

Degenerate determinant representation of solutions of the nonlinear Schrödinger equation, higher order Peregrine breathers and multi-rogue waves

P. Gaillard, 2013 .

Online Sign Identification: Minimization of the Number of Errors in Thresholding Bandits pdf

Vianney Perchet, Pierre Gaillard, R'emy Degenne, 2021, NeurIPS.

ONLINE LEARNING AND GAME THEORY. A QUICK OVERVIEW WITH RECENT RESULTS AND APPLICATIONS

Vianney Perchet, Bruno Gaujal, Pierre Gaillard, 2015 .

A QUICK OVERVIEW WITH RECENT RESULTS AND APPLICATIONS ∗

Vianney Perchet, B. Gaujal, P. Gaillard, 2015 .

Online nonparametric regression with Sobolev kernels pdf

Alessandro Rudi, Pierre Gaillard, Sébastien Gerchinovitz, 2021, arXiv.org.

Wronskian Addition Formula and Darboux-Pöschl-Teller Potentials

V. Matveev, P. Gaillard, 2013 .

Multiparametric families of solutions to the Johnson equation.

P. Gaillard, 2018, Journal of Physics: Conference Series.

Forecasting electricity consumption by aggregating specialized experts

Gilles Stoltz, Yannig Goude, Pierre Gaillard, 2012, Machine Learning.

Efficient online learning with kernels for adversarial large scale problems

Alessandro Rudi, Pierre Gaillard, Rémi Jézéquel, 2019, NeurIPS.

Learning topology of a labeled data set with the supervised generative gaussian graph

Gérard Govaert, Michaël Aupetit, Pierre Gaillard, 2008, ESANN.

Tight Nonparametric Convergence Rates for Stochastic Gradient Descent under the Noiseless Linear Model pdf

Francis Bach, Pierre Gaillard, Raphael Berthier, 2020, NeurIPS.

Dueling Bandits with Adversarial Sleeping pdf

Aadirupa Saha, Pierre Gaillard, P. Gaillard, 2021, NeurIPS.

Experimental Comparison of Semi-parametric, Parametric, and Machine Learning Models for Time-to-Event Analysis Through the Concordance Index pdf

Chung Shue Chen, Alonso Silva, Pierre Gaillard, 2020, ArXiv.

Unsupervised Learning

Pierre Gaillard, P. Gaillard, 2017, Encyclopedia of GIS.

Sparse Accelerated Exponential Weights

Olivier Wintenberger, Pierre Gaillard, P. Gaillard, 2016, AISTATS.

A second-order bound with excess losses pdf

Gilles Stoltz, Tim van Erven, Pierre Gaillard, 2014, COLT.

Accelerated Gossip in Networks of Given Dimension Using Jacobi Polynomial Iterations

Francis Bach, Pierre Gaillard, Raphael Berthier, 2018, SIAM J. Math. Data Sci..

Online Nonparametric Learning, Chaining, and the Role of Partial Feedback pdf

Claudio Gentile, Nicolò Cesa-Bianchi, Pierre Gaillard, 2017, ArXiv.

Mixability made efficient: Fast online multiclass logistic regression pdf

Alessandro Rudi, Pierre Gaillard, R'emi J'ez'equel, 2021, NeurIPS.

Gossip of Statistical Observations using Orthogonal Polynomials pdf

Francis Bach, Pierre Gaillard, Raphaël Berthier, 2018, ArXiv.

Matrix Exponential

Pierre-Yves Gaillard, P. Gaillard, 2000, Harmonic Modeling of Voltage Source Converters using Basic Numerical Methods.

Efficient Kernel UCB for Contextual Bandits

J. Mairal, P. Gaillard, A. Bietti, 2022, ArXiv.

Non-stationary Online Regression

Anant Raj, P. Gaillard, Christophe Saad, 2020, ArXiv.

Uniform regret bounds over Rd for the sequential linear regression problem with the square loss pdf

Gilles Stoltz, Pierre Gaillard, Sébastien Gerchinovitz, 2018, ALT.

A consistent deterministic regression tree for non-parametric prediction of time series pdf

Paul Baudin, Pierre Gaillard, P. Gaillard, 2014, ArXiv.

Versatile Dueling Bandits: Best-of-both World Analyses for Learning from Relative Preferences

P. Gaillard, Aadirupa Saha, 2022, ICML.

Adversarial Bandits

P. Gaillard, 2019 .

Online Learning

P. Gaillard, 2018 .

A Hodge Theorem for Noncompact Manifolds

P. Gaillard, 2000, math/0003029.

About a Theorem of Cline, Parshall and Scott

P. Gaillard, 2003, math/0303285.

Tight Nonparametric Convergence Rates for Stochastic Gradient Descent under the Noiseless Linear Model

F. Bach, Raphael Berthier, P. Gaillard, 2020, NeurIPS.

Koszul algebras of invariants

P. Gaillard, 1992 .