Tick: a Python library for statistical learning, with a particular
emphasis on time-dependent modelling

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Tick: a Python library for statistical learning, with a particular emphasis on time-dependent modelling

10 July 2017

Martin Bompaire

Stéphane Gaïffas

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Papers citing "Tick: a Python library for statistical learning, with a particular emphasis on time-dependent modelling"

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Title
HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting? Ivan Karpukhin F. Shipilov Andrey Savchenko AI4TS 97 5 0 20 Jun 2024
Differentially Private Estimation of Hawkes Process Simiao Zuo Tianyi Liu Tuo Zhao H. Zha 56 1 0 15 Sep 2022
Online Learning for Mixture of Multivariate Hawkes Processes Mohsen Ghassemi Niccolò Dalmasso Simran Lamba Vamsi K. Potluru Sameena Shah T. Balch Manuela Veloso 36 3 0 16 Aug 2022
Differentially Private Learning of Hawkes Processes Mohsen Ghassemi Eleonora Kreavcić Niccolò Dalmasso Vamsi K. Potluru T. Balch Manuela Veloso 111 1 0 27 Jul 2022
Benchopt: Reproducible, efficient and collaborative optimization benchmarks Thomas Moreau Mathurin Massias Alexandre Gramfort Pierre Ablin Pierre-Antoine Bannier Benjamin Charlier ... Binh Duc Nguyen A. Rakotomamonjy Zaccharie Ramzi Joseph Salmon Samuel Vaiter 124 36 0 27 Jun 2022
Exponential Kernels with Latency in Hawkes Processes: Applications in Finance M. Carreira 34 3 0 16 Jan 2021
Fast and Flexible Temporal Point Processes with Triangular Maps Oleksandr Shchur Nicholas Gao Marin Bilovs Stephan Günnemann 115 35 0 22 Jun 2020
Hawkes Process Multi-armed Bandits for Disaster Search and Rescue Wen-Hao Chiang G. Mohler 24 1 0 03 Apr 2020
Learning Multivariate Hawkes Processes at Scale Maximilian Nickel Matt Le 81 17 0 28 Feb 2020
CAUSE: Learning Granger Causality from Event Sequences using Attribution Methods W. Zhang Thomas Kobber Panum S. Jha P. Chalasani David Page CML AI4TS 67 49 0 18 Feb 2020
Efficient Non-parametric Bayesian Hawkes Processes Rui Zhang Christian J. Walder Marian-Andrei Rizoiu Lexing Xie 74 38 0 08 Oct 2018
Binacox: automatic cut-point detection in high-dimensional Cox model with applications in genetics Simon Bussy Mokhtar Z. Alaya A. Jannot Agathe Guilloux 36 0 0 25 Jul 2018
Scalable Bayesian Learning for State Space Models using Variational Inference with SMC Samplers Marcel Hirt P. Dellaportas BDL 74 10 0 23 May 2018
ConvSCCS: convolutional self-controlled case series model for lagged adverse event detection Maryan Morel Emmanuel Bacry Stéphane Gaïffas Agathe Guilloux F. Leroy 52 14 0 21 Dec 2017
Binarsity: a penalization for one-hot encoded features in linear supervised learning Mokhtar Z. Alaya Simon Bussy Stéphane Gaïffas Agathe Guilloux 104 31 0 24 Mar 2017