Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence

12 February 2020

Papers citing "Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence"

50 / 68 papers shown

Title
A Large-scale Class-level Benchmark Dataset for Code Generation with LLMs Musfiqur Rahman SayedHassan Khatoonabadi Emad Shihab ALM 39 0 0 22 Apr 2025
Deep Representation Learning for Unsupervised Clustering of Myocardial Fiber Trajectories in Cardiac Diffusion Tensor Imaging Mohini Anand Xavier Tricoche 36 0 0 02 Apr 2025
Provable Imbalanced Point Clustering David Denisov Dan Feldman Shlomi Dolev Michael Segal 76 0 0 13 Mar 2025
TT-GaussOcc: Test-Time Compute for Self-Supervised Occupancy Prediction via Spatio-Temporal Gaussian Splatting Fengyi Zhang Huitong Yang Zheng Zhang Zi Huang Yadan Luo 3DGS 153 0 0 11 Mar 2025
Scalable k-Means Clustering for Large k via Seeded Approximate Nearest-Neighbor Search Jack Spalding-Jamieson Eliot Wong Robson D. Zheng 76 0 0 10 Feb 2025
$A User's Guide to $\texttt{KSig}$: GPU-Accelerated Computation of the Signature Kernel$ A User's Guide to $\texttt{KSig}$ : GPU-Accelerated Computation of the Signature Kernel Csaba Tóth Danilo Jr Dela Cruz Harald Oberhauser 39 0 0 13 Jan 2025
PyMilo: A Python Library for ML I/O AmirHosein Rostami Sepand Haghighi Sadra Sabouri Alireza Zolanvari 36 1 0 03 Jan 2025
WLPlan: Relational Features for Symbolic Planning Dillon Z. Chen 50 0 0 01 Nov 2024
Agglomerative Token Clustering Joakim Bruslund Haurum Sergio Escalera Graham W. Taylor T. Moeslund 31 1 0 18 Sep 2024
A Large-Scale Study of Model Integration in ML-Enabled Software Systems Yorick Sens Henriette Knopp Sven Peldszus Thorsten Berger AIFin 31 2 0 12 Aug 2024
Out-of-Core Dimensionality Reduction for Large Data via Out-of-Sample Extensions Luca Reichmann David Hägele Daniel Weiskopf 109 0 0 07 Aug 2024
FT K-means: A High-Performance K-means on GPU with Fault Tolerance Shixun Wu Yitong Ding Yujia Zhai Jinyang Liu Jiajun Huang ... Huangliang Dai Sheng Di Bryan M. Wong Zizhong Chen Franck Cappello 32 2 0 02 Aug 2024
A Comprehensive Guide to Combining R and Python code for Data Science, Machine Learning and Reinforcement Learning A. Navarro Nataliia Koneva Alfonso Sánchez-Macián José Alberto Hernández GP SyDa AI4CE 32 0 0 19 Jul 2024
Studying the Impact of TensorFlow and PyTorch Bindings on Machine Learning Software Quality Hao Li Gopi Krishnan Rajbahadur C. Bezemer 34 5 0 07 Jul 2024
SCMIL: Sparse Context-aware Multiple Instance Learning for Predicting Cancer Survival Probability Distribution in Whole Slide Images Zekang Yang Hong Liu Xiangdong Wang 24 1 0 30 Jun 2024
Let Go of Your Labels with Unsupervised Transfer Artyom Gadetsky Yulun Jiang Maria Brbić VLM 37 6 0 11 Jun 2024
A Surprisingly Simple Method for Distributed Euclidean-Minimum Spanning Tree / Single Linkage Dendrogram Construction from High Dimensional Embeddings via Distance Decomposition Richard Lettich 35 0 0 03 Jun 2024
A Correlation- and Mean-Aware Loss Function and Benchmarking Framework to Improve GAN-based Tabular Data Synthesis Minh H. Vu Daniel Edler C. Wibom Tommy Löfstedt Beatrice Melin M. Rosvall 35 2 0 27 May 2024
Phylotrack: C++ and Python libraries for in silico phylogenetic tracking Emily L. Dolson Santiago Rodriguez Papa Matthew Andres Moreno 23 5 0 15 May 2024
Tree-based Learning for High-Fidelity Prediction of Chaos Adam Giammarese Kamal Rana Erik Bollt Nishant Malik 21 1 0 12 Mar 2024
PeaTMOSS: A Dataset and Initial Analysis of Pre-Trained Models in Open-Source Software Wenxin Jiang Jerin Yasmin Jason Jones Nicholas Synovic Jiashen Kuo Nathaniel Bielanski Yuan Tian George K. Thiruvathukal James C. Davis 33 11 0 01 Feb 2024
Modeling and Optimization of Epidemiological Control Policies Through Reinforcement Learning Ishir Rao 16 1 0 25 Jan 2024
GIST: Generated Inputs Sets Transferability in Deep Learning Florian Tambon Foutse Khomh G. Antoniol AAML 34 1 0 01 Nov 2023
G-SPEED: General SParse Efficient Editing MoDel Haoke Zhang Yue Wang Juntao Li Xiabing Zhou Min Zhang SyDa KELM 22 1 0 16 Oct 2023
Using causal inference to avoid fallouts in data-driven parametric analysis: a case study in the architecture, engineering, and construction industry Xia Chen Ruiji Sun U. Saluz S. Schiavon Philipp Geyer 25 8 0 11 Sep 2023
Learning About Social Context from Smartphone Data: Generalization Across Countries and Daily Life Moments Aurel Ruben Mäder L. Meegahapola D. Gática-Pérez 24 7 0 01 Jun 2023
RT-kNNS Unbound: Using RT Cores to Accelerate Unrestricted Neighbor Search Vani Nagarajan D. Mandarapu Milind Kulkarni 23 11 0 26 May 2023
What Causes Exceptions in Machine Learning Applications? Mining Machine Learning-Related Stack Traces on Stack Overflow Amin Ghadesi Maxime Lamothe Heng Li 24 1 0 25 Apr 2023
SepicNet: Sharp Edges Recovery by Parametric Inference of Curves in 3D Shapes K. Cherenkova Elona Dupont Anis Kacem Ilya Arzhannikov Gleb Gusev Djamila Aouada 3DPC 30 15 0 13 Apr 2023
Explanation Strategies for Image Classification in Humans vs. Current Explainable AI Ruoxi Qi Yueyuan Zheng Yi Yang Caleb Chen Cao J. H. Hsiao 25 5 0 10 Apr 2023
X-TIME: An in-memory engine for accelerating machine learning on tabular data with CAMs Giacomo Pedretti John Moon P. Bruel Sergey Serebryakov Ron M. Roth ... M. Foltin P. Faraboschi Jim Ignowski Catherine E. Graves Catherine E. Graves LMTD 24 1 0 03 Apr 2023
The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments through Reliable Latent Space Models Raphael Avalos Florent Delgrange Ann Nowé Guillermo A. Pérez D. Roijers 31 2 0 06 Mar 2023
IGB: Addressing The Gaps In Labeling, Features, Heterogeneity, and Size of Public Graph Datasets for Deep Learning Research Arpandeep Khatua Vikram Sharma Mailthody Bhagyashree Taleka Tengfei Ma Xiang Song Wen-mei W. Hwu AI4CE 45 37 0 27 Feb 2023
pykanto: a python library to accelerate research on wild bird song Nilo Merino Recalde 24 7 0 20 Feb 2023
Performance and utility trade-off in interpretable sleep staging Irfan Al-Hussaini Cassie S. Mitchell 18 3 0 07 Nov 2022
Impact Learning: A Learning Method from Features Impact and Competition Nusrat Jahan Prottasha Saydul Akbar Murad Abu Jafar Md Muzahid Masud Rana Md. Kowsher Apurba Adhikary S. Biswas A. Bairagi 14 4 0 04 Nov 2022
Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning Wenbin An Feng Tian Ping Chen Siliang Tang Qinghua Zheng Qianying Wang 25 17 0 14 Oct 2022
AccelAT: A Framework for Accelerating the Adversarial Training of Deep Neural Networks through Accuracy Gradient F. Nikfam Alberto Marchisio Maurizio Martina Muhammad Shafique AAML 23 0 0 13 Oct 2022
Processing Particle Data Flows with SmartNICs Jianshen Liu C. Maltzahn M. Curry C. Ulmer 19 7 0 13 Oct 2022
CaiRL: A High-Performance Reinforcement Learning Environment Toolkit Per-Arne Andersen Morten Goodwin Ole-Christoffer Granmo 21 0 0 03 Oct 2022
A novel solution of deep learning for enhanced support vector machine for predicting the onset of type 2 diabetes Marmik Shrestha O. H. Alsadoon Abeer Alsadoon Thair Al-Dala’in Tarik Ahmed Rashid P. Prasad Ahmad Alrubaie 21 8 0 05 Aug 2022
Effective Gesture Based Framework for Capturing User Input P. S. Charan Saksham Gupta Satvik Agrawal G. Sindhu 22 0 0 01 Aug 2022
Shai-am: A Machine Learning Platform for Investment Strategies Jonghun Kwak Jungyu Ahn Jinho Lee S. Park 24 1 0 01 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 53 31 0 27 Jun 2022
DeepCAVE: An Interactive Analysis Tool for Automated Machine Learning René Sass Eddie Bergman André Biedenkapp Frank Hutter Marius Lindauer 22 13 0 07 Jun 2022
Uncertainty Estimation in Machine Learning V. Arkov 21 4 0 03 Jun 2022
CapillaryX: A Software Design Pattern for Analyzing Medical Images in Real-time using Deep Learning Maged Abdalla Helmy Abdou Paulo Ferreira E. Jul T. Truong 22 1 0 13 Apr 2022
Algorithmic support of a personal virtual assistant for automating the processing of client requests K. Dobratulin Marina Nezhurina 16 0 0 27 Mar 2022
PLSSVM: A (multi-)GPGPU-accelerated Least Squares Support Vector Machine Alexander Van Craen Marcel Breyer Dirk Pflüger 14 6 0 25 Feb 2022
An Experience Report of Executive-Level Artificial Intelligence Education in the United Arab Emirates David Johnson Mohammad Alsharid Rasheed el-Bouri Nigel Mehdi Farah E. Shamout Alexandre Szenicer David Toman Saqr Binghalib 14 4 0 02 Feb 2022