Preferential Bayesian Optimization

12 April 2017

Papers citing "Preferential Bayesian Optimization"

22 / 22 papers shown

Title
Comparative Explanations: Explanation Guided Decision Making for Human-in-the-Loop Preference Selection Tanmay Chakraborty Christian Wirth Christin Seifert 28 0 0 01 Apr 2025
Experience in Engineering Complex Systems: Active Preference Learning with Multiple Outcomes and Certainty Levels Le Anh Dao L. Roveda Marco Maccarini Matteo Lavit Nicora Marta Mondellini ... Palaniappan Veerappan L. Mantovani Dario Piga Simone Formentin Matteo Malosio 21 0 0 27 Feb 2023
The Impact of Expertise in the Loop for Exploring Machine Rationality Changkun Ou Sven Mayer A. Butz 33 5 0 11 Feb 2023
Dueling Convex Optimization with General Preferences Aadirupa Saha Tomer Koren Yishay Mansour 28 2 0 27 Sep 2022
Bayesian Optimization Augmented with Actively Elicited Expert Knowledge Daolang Huang Louis Filstroff P. Mikkola Runkai Zheng Samuel Kaski 29 5 0 18 Aug 2022
The Human in the Infinite Loop: A Case Study on Revealing and Explaining Human-AI Interaction Loop Failures Changkun Ou Daniel Buschek Sven Mayer A. Butz 28 5 0 26 Jul 2022
Multi-Objective Hyperparameter Optimization in Machine Learning -- An Overview Florian Karl Tobias Pielok Julia Moosbauer Florian Pfisterer Stefan Coors ... Jakob Richter Michel Lang Eduardo C. Garrido-Merchán Juergen Branke B. Bischl AI4CE 26 57 0 15 Jun 2022
Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes Zhiyuan Jerry Lin Raul Astudillo P. Frazier E. Bakshy 24 38 0 21 Mar 2022
Exploiting Correlation to Achieve Faster Learning Rates in Low-Rank Preference Bandits Suprovat Ghoshal Aadirupa Saha 23 11 0 23 Feb 2022
GLISp-r: A preference-based optimization algorithm with convergence guarantees Davide Previtali M. Mazzoleni A. Ferramosca F. Previdi 19 2 0 02 Feb 2022
Efficient and Optimal Algorithms for Contextual Dueling Bandits under Realizability Aadirupa Saha A. Krishnamurthy 39 35 0 24 Nov 2021
Efficient Exploration in Binary and Preferential Bayesian Optimization T. Fauvel M. Chalk 30 7 0 18 Oct 2021
Choice functions based multi-objective Bayesian optimisation A. Benavoli Dario Azzimonti Dario Piga 30 1 0 15 Oct 2021
Toward AI Assistants That Let Designers Design Sebastiaan De Peuter Antti Oulasvirta Samuel Kaski AI4CE 29 19 0 22 Jul 2021
A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with Skew Gaussian Processes A. Benavoli Dario Azzimonti Dario Piga 29 15 0 12 Dec 2020
Preferential Bayesian optimisation with Skew Gaussian Processes A. Benavoli Dario Azzimonti Dario Piga 22 20 0 15 Aug 2020
Sequential Gallery for Interactive Visual Design Optimization Yuki Koyama Issei Sato Masataka Goto 30 76 0 08 May 2020
Information Directed Sampling for Linear Partial Monitoring Johannes Kirschner Tor Lattimore Andreas Krause 24 46 0 25 Feb 2020
Projective Preferential Bayesian Optimization P. Mikkola Milica Todorović J. Järvi Patrick Rinke Samuel Kaski 25 18 0 08 Feb 2020
Active preference learning based on radial basis functions Alberto Bemporad Dario Piga 22 9 0 28 Sep 2019
Learning Personalized Thermal Preferences via Bayesian Active Learning with Unimodality Constraints Nimish Awalgaonkar Ilias Bilionis Xiaoqi Liu P. Karava Athanasios Tzempelikos AI4TS AI4CE 38 2 0 21 Mar 2019
Sequential Preference-Based Optimization Ian Dewancker Jakob Bauer M. McCourt 38 6 0 09 Jan 2018