Michael Murray

According to our database, Michael Murray authored at least 32 papers between 1992 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Flexible loss functions for binary classification in gradient-boosted decision trees: An application to credit scoring.

Jonah Mushava, Michael Murray

Expert Syst. Appl., March, 2024

Mildly Overparameterized ReLU Networks Have a Favorable Loss Landscape.

Kedar Karhadkar, Michael Murray, Hanna Tseran, Guido Montúfar

Trans. Mach. Learn. Res., 2024

Centralized Interactive Phenomics Resource: an integrated online phenomics knowledgebase for health data users.

Jacqueline Honerlaw, Yuk-Lam Ho, Francesca Fontin, Michael Murray, Ashley Galloway, David Heise, Keith Connatser, Laura Davies, Jeffrey Gosian, Monika Maripuri, John Russo, Rahul Sangar, Vidisha Tanukonda, Edward Zielinski, Maureen Dubreuil, Andrew J. Zimolzak, Vidul Ayakulangara Panickan, Su-Chun Cheng, Stacey B. Whitbourne, David R. Gagnon, Tianxi Cai, Katherine P. Liao, Rachel B. Ramoni, J. Michael Gaziano, Sumitra Muralidhar, Kelly Cho

J. Am. Medical Informatics Assoc., 2024

Bounds for the smallest eigenvalue of the NTK for arbitrary spherical data of arbitrary dimension.

Kedar Karhadkar, Michael Murray, Guido Montúfar

CoRR, 2024

Benign overfitting in leaky ReLU networks with moderate input dimension.

Kedar Karhadkar, Erin George, Michael Murray, Guido Montúfar, Deanna Needell

CoRR, 2024

Learning to Grasp in Clutter with Interactive Visual Failure Prediction.

Michael Murray, Abhishek Gupta, Maya Cakmak

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023

Framework of the Centralized Interactive Phenomics Resource (CIPHER) standard for electronic health data-based phenomics knowledgebase.

Jacqueline Honerlaw, Yuk-Lam Ho, Francesca Fontin, Jeffrey Gosian, Monika Maripuri, Michael Murray, Rahul Sangar, Ashley Galloway, Andrew J. Zimolzak, Stacey B. Whitbourne, Juan P. Casas, Rachel B. Ramoni, David R. Gagnon, Tianxi Cai, Katherine P. Liao, J. Michael Gaziano, Sumitra Muralidhar, Kelly Cho

J. Am. Medical Informatics Assoc., April, 2023

Low-Effort, Unqualified, and Malicious User Behaviors in Online Human-Robot Interaction Studies.

Tony W. Li, Yelin Jo, Zander Brumbaugh, Hanna Lee, Michael Murray, Elin A. Björling

Proceedings of the 41st ACM International Conference on Design of Communication, 2023

Training shallow ReLU networks on noisy data using hinge loss: when do we overfit and is it benign?

Erin George, Michael Murray, William Swartworth, Deanna Needell

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Characterizing the spectrum of the NTK via a power series expansion.

Michael Murray, Hui Jin, Benjamin Bowman, Guido Montúfar

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Tell Me About It: Adolescent Self-Disclosure with an Online Robot for Mental Health.

Tony W. Li, Michael Murray, Zander Brumbaugh, Raida Karim, Hanna Lee, Maya Cakmak, Elin A. Björling

Proceedings of the Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction, 2023

2022

Encoder Blind Combinatorial Compressed Sensing.

Michael Murray, Jared Tanner

IEEE Trans. Inf. Theory, 2022

Following Natural Language Instructions for Household Tasks With Landmark Guided Search and Reinforced Pose Adjustment.

Michael Murray, Maya Cakmak

IEEE Robotics Autom. Lett., 2022

A novel XGBoost extension for credit scoring class-imbalanced data combining a generalized extreme value link and a modified focal loss function.

Jonah Mushava, Michael Murray

Expert Syst. Appl., 2022

2021

From matrix factorisation to signal propagation in deep learning: algorithms and guarantees.

Michael Murray

PhD thesis, 2021

Transjugular intrahepatic portosystemic shunt (TIPS) procedure: an assessment of the quality and readability of online information.

Sean-Tee J. M. Lim, Martin Kelly, Logeswaran Selvarajah, Michael Murray, Timothy Scanlon

BMC Medical Informatics Decis. Mak., 2021

Activation function design for deep networks: linearity and effective initialisation.

Michael Murray, Vinayak Abrol, Jared Tanner

CoRR, 2021

Learning Backchanneling Behaviors for a Social Robot via Data Augmentation from Human-Human Conversations.

Michael Murray, Nick Walker, Amal Nanavati, Patrícia Alves-Oliveira, Nikita Filippov, Allison Sauppé, Bilge Mutlu, Maya Cakmak

Proceedings of the Conference on Robot Learning, 8-11 November 2021, London, UK., 2021

2020

The Permuted Striped Block Model and its Factorization - Algorithms with Recovery Guarantees.

Michael Murray, Jared Tanner

CoRR, 2020

2019

Vision-and-Dialog Navigation.

Jesse Thomason, Michael Murray, Maya Cakmak, Luke Zettlemoyer

Proceedings of the 3rd Annual Conference on Robot Learning, 2019

2018

An experimental comparison of classification techniques in debt recoveries scoring: Evidence from South Africa's unsecured lending market.

Jonah Mushava, Michael Murray

Expert Syst. Appl., 2018

Towards an understanding of CNNs: analysing the recovery of activation pathways via Deep Convolutional Sparse Coding.

Michael Murray, Jared Tanner

CoRR, 2018

Deep CNN Sparse Coding Analysis: Towards Average Case.

Michael Murray, Jared Tanner

Proceedings of the 2018 IEEE Data Science Workshop, 2018

2015

Promoting Comprehension of Health Information among Older Adults.

Jessie Chin, Jessica Johnson, Darcie Moeller, Elise Duwe, James Graumlich, Michael Murray, Elizabeth A. L. Stine-Morrow, Daniel G. Morrow

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

2014

Computer Security Incident Response Team Development and Evolution.

Robin Ruefle, Audrey J. Dorofee, David A. Mundie, Allen D. Householder, Michael Murray, Samuel J. Perl

IEEE Secur. Priv., 2014

2005

'Digitally Renewing Democracy'? The Potential for eConsultation in Northern Ireland and the Republic of Ireland.

G. Honor Fagan, Michael Murray, Paul McCusker

Proceedings of the Electronic Government, 2005

Reviewing Policy, Practice and Potential of e-Consultation in Northern Ireland and the Republic of Ireland - A European Case Study.

G. Honor Fagan, Michael Murray, Paul McCusker

Proceedings of the 5th European Conference on e-Government University of Antwerp, 2005

2000

Ills Cured with a Dose of Remedy.

Michael Critchfield, Michael Murray

Proceedings of the 28th annual ACM SIGUCCS conference on User services: Building the future, Richmond, Virginia, USA, October 29, 2000

1999

A Help Desk Prescription - Curing Ills with a Dose of Remedy.

Michael Critchfield, Michael Murray, Michael Lewis, Jason Musselman

Proceedings of the 27th Annual ACM SIGUCCS Conference on User Services: Mile High Expectations 1999, 1999

1998

Exchange Your Outlook - A University Migration or: "the outlook's so bright, I gotta wear shades?".

Michael Murray, Michael Quiner, Michael Critchfield

Proceedings of the 26th annual ACM SIGUCCS conference on User services, 1998

1993

Digital Boltzmann VLSI for Constraint Satisfaction and Learning.

Michael Murray, Ming-Tak Leung, Kan Boonyanit, Kong Kritayakirana, James B. Burr, Gregory J. Wolff, Tokahiro Watanabe, Edward L. Schwartz, David G. Stork, Allen M. Peterson

Proceedings of the Advances in Neural Information Processing Systems 6, 1993

1992

Deterministic Boltzmann machine VLSI can be scaled using multi-chip modules.

Michael Murray, James B. Burr, David G. Stork, Ming-Tak Leung, Kan Boonyanit, Gregory J. Wolff, Allen M. Peterson

Proceedings of the Application Specific Array Processors, 1992