Cover Image

"It Was a Magical Box": Understanding Practitioner Workflows and Needs in Optimization

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lawless, Connor, Schoeffer, Jakob, Udell, Madeleine
Format:	Preprint
Published:	2025
Subjects:	Human-Computer Interaction Optimization and Control
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

OptiChat: Bridging Optimization Models and Practitioners with Large Language Models
by: Chen, Hao, et al.
Published: (2025)

Context-Adaptive Color Optimization for Web Accessibility: Balancing Perceptual Fidelity and Functional Requirements
by: R, Lalitha A
Published: (2025)

Perceptually-Minimal Color Optimization for Web Accessibility: A Multi-Phase Constrained Approach
by: R, Lalitha A
Published: (2025)

Understanding Fixed Predictions via Confined Regions
by: Lawless, Connor, et al.
Published: (2025)

"I Want It That Way": Enabling Interactive Decision Support Using Large Language Models and Constraint Programming
by: Lawless, Connor, et al.
Published: (2023)

lpviz: Interactive Linear Programming Visualization
by: Grand, Evan, et al.
Published: (2026)

Adaptive Optimal Control for Avatar-Guided Motor Rehabilitation in Virtual Reality
by: De Lellis, Francesco, et al.
Published: (2025)

Automated Curriculum Design for High-dimensional Human Motor Learning
by: Kamboj, Ankur, et al.
Published: (2026)

Skill-informed Data-driven Haptic Nudges for High-dimensional Human Motor Learning
by: Kamboj, Ankur, et al.
Published: (2026)

Harmonizing Safety and Speed: A Human-Algorithm Approach to Enhance the FDA's Medical Device Clearance Policy
by: Zhalechian, Mohammad, et al.
Published: (2024)

Balancing Optimality and Diversity: Human-Centered Decision Making through Generative Curation
by: Li, Michael Lingzhi, et al.
Published: (2024)

Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making
by: Schoeffer, Jakob, et al.
Published: (2022)

Optimizing Feature Ordering in Radar Charts for Multi-Profile Comparison
by: Dorador, Albert
Published: (2025)

A Technique Based on Trade-off Maps to Visualise and Analyse Relationships Between Objectives in Optimisation Problems
by: Pinheiro, Rodrigo Lankaites, et al.
Published: (2025)

AI Reliance and Decision Quality: Fundamentals, Interdependence, and the Effects of Interventions
by: Schoeffer, Jakob, et al.
Published: (2023)

Algebraic characterization of equivalence between oracle-based iterative algorithms
by: Lessard, Laurent, et al.
Published: (2025)

Perils of Label Indeterminacy: A Case Study on Prediction of Neurological Recovery After Cardiac Arrest
by: Schoeffer, Jakob, et al.
Published: (2025)

Fair Clustering with Minimum Representation Constraints
by: Lawless, Connor, et al.
Published: (2024)

Small Gradient Norm Regret for Online Convex Optimization
by: Gao, Wenzhi, et al.
Published: (2026)

Tonal Cognition in Sonification: Exploring the Needs of Practitioners in Sonic Interaction Design
by: Choi, Minsik, et al.
Published: (2024)

When Does Primal Interior Point Method Beat Primal-dual in Linear Optimization?
by: Gao, Wenzhi, et al.
Published: (2024)

LatticeML: A data-driven application for predicting the effective Young Modulus of high temperature graph based architected materials
by: Mishra, Akshansh
Published: (2024)

An automatic system to detect equivalence between iterative algorithms
by: Zhao, Shipu, et al.
Published: (2021)

Towards Deeper Understanding of Natural User Interactions in Virtual Reality Based Assembly Tasks
by: Ghamandi, Ryan, et al.
Published: (2025)

SketchySGD: Reliable Stochastic Optimization via Randomized Curvature Estimates
by: Frangella, Zachary, et al.
Published: (2022)

PROMISE: Preconditioned Stochastic Optimization Methods by Incorporating Scalable Curvature Estimates
by: Frangella, Zachary, et al.
Published: (2023)

"Make the Voodoo Box Go Bleep Bloop:" Exploring End Users' Understanding and Information Needs Regarding Microchips
by: Speith, Julian, et al.
Published: (2025)

On the (linear) convergence of Generalized Newton Inexact ADMM
by: Frangella, Zachary, et al.
Published: (2023)

OptiTrap: Optimal Trap Trajectories for Acoustic Levitation Displays
by: Paneva, Viktorija, et al.
Published: (2022)

SUBPLEX: Towards a Better Understanding of Black Box Model Explanations at the Subpopulation Level
by: Yuan, Jun, et al.
Published: (2020)

Understanding User Needs for Injury Recovery with Augmented Reality
by: Kandel, Jade, et al.
Published: (2024)

Magical Experience with Full-body Action
by: Ye, Bowen, et al.
Published: (2024)

It's a Complete Haystack: Understanding Dependency Management Needs in Computer-Aided Design
by: Cheng, Kathy, et al.
Published: (2025)

Towards Feature Engineering with Human and AI's Knowledge: Understanding Data Science Practitioners' Perceptions in Human&AI-Assisted Feature Engineering Design
by: Zhu, Qian, et al.
Published: (2024)

Understanding Stakeholders' Perceptions and Needs Across the LLM Supply Chain
by: Balayn, Agathe, et al.
Published: (2024)

Optimal Behavior Planning for Implicit Communication using a Probabilistic Vehicle-Pedestrian Interaction Model
by: Amann, Markus, et al.
Published: (2025)

Perception and Control of Surfing in Virtual Reality using a 6-DoF Motion Platform
by: Banerjee, Premankur, et al.
Published: (2024)

Understanding the Dataset Practitioners Behind Large Language Model Development
by: Qian, Crystal, et al.
Published: (2024)

Practitioners' Perspectives on Designing Data Visualizations for the General Public
by: Schuster, Regina, et al.
Published: (2023)

Development of a Validation and Inspection Tool for Armband-based Lifelog Data (VITAL) to Facilitate the Clinical Use of Wearable Data: A Prototype and Usability Evaluation
by: Eunyoung, Im, et al.
Published: (2025)