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Dual-tree fast exact max-kernel search

Statistical analysis and data mining, 2014-08, Vol.7 (4), p.229-253

2014

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Improved maximum inner product search with better theoretical guarantee using randomized partition trees

Machine learning, 2018-06, Vol.107 (6), p.1069-1094

2018

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Human-AI Collaboration in Data Science: Exploring Data Scientists' Perceptions of Automated AI

Proceedings of the ACM on human-computer interaction, 2019-11, Vol.3 (CSCW), p.1-24

2019

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Runtime Prediction of Machine Learning Algorithms in Automl Systems

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, p.1-5

2023

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Byzantine-Resilient Bilevel Federated Learning

2024 IEEE 13rd Sensor Array and Multichannel Signal Processing Workshop (SAM), 2024, p.1-5

2024

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Revisiting kd-tree for Nearest Neighbor Search

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019, p.1378-1388

2019

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Efficient retrieval of recommendations in a matrix factorization framework

Proceedings of the 21st ACM international conference on Information and knowledge management, 2012, p.535-544

2012

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Maximum inner-product search using cone trees

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining, 2012, p.931-939

2012

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Federated Nearest Neighbor Classification with a Colony of Fruit-Flies

Proceedings of the ... AAAI Conference on Artificial Intelligence, 2022, Vol.36 (7), p.8036-8044

2022

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Overcoming Catastrophic Forgetting via Direction-Constrained Optimization

Machine Learning and Knowledge Discovery in Databases, p.675-692

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Fruit-fly Inspired Neighborhood Encoding for Classification

Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining, 2021, p.1470-1480

2021

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Density estimation trees

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining, 2011, p.627-635

2011

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Effective Data Distillation for Tabular Datasets (Student Abstract)

Proceedings of the ... AAAI Conference on Artificial Intelligence, 2024, Vol.38 (21), p.23533-23534

2024

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Exploring Context-Free Languages via Planning: The Case for Automating Machine Learning

Proceedings of the International Conference on Automated Planning and Scheduling, 2020, Vol.30, p.403-411

2020

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xCloudServing: Automated ML Serving Across Clouds

2023 IEEE 16th International Conference on Cloud Computing (CLOUD), 2023, p.1-12

2023

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Gradual AutoML using Lale

Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2022, p.4794-4795

2022

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An ADMM Based Framework for AutoML Pipeline Configuration

Proceedings of the ... AAAI Conference on Artificial Intelligence, 2020-04, Vol.34 (4), p.4892-4899

2020

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Improved maximum inner product search with better theoretical guarantees

2017 International Joint Conference on Neural Networks (IJCNN), 2017, p.2927-2934

2017

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Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization

Proceedings of the ... AAAI Conference on Artificial Intelligence, 2022, Vol.36 (9), p.10228-10237

2022

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Searching for Machine Learning Pipelines Using a Context-Free Grammar

Proceedings of the ... AAAI Conference on Artificial Intelligence, 2021, Vol.35 (10), p.8902-8911

2021

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Fast euclidean minimum spanning tree: algorithm, analysis, and applications

Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining, 2010, p.603-612

2010

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HyperASPO: Fusion of Model and Hyper Parameter Optimization for Multi-objective Machine Learning

2021 IEEE International Conference on Big Data (Big Data), 2021, p.790-800

2021

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Survey on Automated End-to-End Data Science?

2020 International Joint Conference on Neural Networks (IJCNN), 2020, p.1-9

2020

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Modeling, Simulation and Stability Analysis using MATLAB of A D STATCOM Based on Mitigation

International journal of engineering and advanced technology, 2020-04, Vol.9 (4), p.971-975

2020

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Nanocomposite Made of an Oligo(p-phenylenevinylene)-Based Trihybrid Thixotropic Metallo(organo)gel Comprising Nanoscale Metal-Organic Particles, Carbon Nanohorns, and Silver Nanoparticles

Chemistry : a European journal, 2015-03, Vol.21 (14), p.5467-5476

2015

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Dual-tree fast exact max-kernel search

Improved maximum inner product search with better theoretical guarantee using randomized partition trees

Human-AI Collaboration in Data Science: Exploring Data Scientists' Perceptions of Automated AI

Runtime Prediction of Machine Learning Algorithms in Automl Systems

Byzantine-Resilient Bilevel Federated Learning

Revisiting kd-tree for Nearest Neighbor Search

Efficient retrieval of recommendations in a matrix factorization framework

Maximum inner-product search using cone trees

Federated Nearest Neighbor Classification with a Colony of Fruit-Flies

Overcoming Catastrophic Forgetting via Direction-Constrained Optimization

Fruit-fly Inspired Neighborhood Encoding for Classification

Density estimation trees

Effective Data Distillation for Tabular Datasets (Student Abstract)

Exploring Context-Free Languages via Planning: The Case for Automating Machine Learning

xCloudServing: Automated ML Serving Across Clouds

Gradual AutoML using Lale

An ADMM Based Framework for AutoML Pipeline Configuration

Improved maximum inner product search with better theoretical guarantees

Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization

Searching for Machine Learning Pipelines Using a Context-Free Grammar

Fast euclidean minimum spanning tree: algorithm, analysis, and applications

HyperASPO: Fusion of Model and Hyper Parameter Optimization for Multi-objective Machine Learning

Survey on Automated End-to-End Data Science?

Modeling, Simulation and Stability Analysis using MATLAB of A D STATCOM Based on Mitigation

Nanocomposite Made of an Oligo(p-phenylenevinylene)-Based Trihybrid Thixotropic Metallo(organo)gel Comprising Nanoscale Metal-Organic Particles, Carbon Nanohorns, and Silver Nanoparticles

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