Michael Murray

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 26

Top Topics

Top Venues

Expert Syst. Appl.

J. Am. Medical Informatics Assoc.

Publications

Jonah Mushava, Michael Murray
Flexible loss functions for binary classification in gradient-boosted decision trees: An application to credit scoring. Expert Syst. Appl. 238 (Part C) (2024)
Kedar Karhadkar, Michael Murray, Hanna Tseran, Guido Montúfar
Mildly Overparameterized ReLU Networks Have a Favorable Loss Landscape. Trans. Mach. Learn. Res. 2024 (2024)
Michael Murray, Abhishek Gupta, Maya Cakmak
Learning to Grasp in Clutter with Interactive Visual Failure Prediction. ICRA (2024)
Kedar Karhadkar, Erin George, Michael Murray, Guido Montúfar, Deanna Needell
Benign overfitting in leaky ReLU networks with moderate input dimension. CoRR (2024)
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
Centralized Interactive Phenomics Resource: an integrated online phenomics knowledgebase for health data users. J. Am. Medical Informatics Assoc. 31 (5) (2024)
Kedar Karhadkar, Michael Murray, Guido Montúfar
Bounds for the smallest eigenvalue of the NTK for arbitrary spherical data of arbitrary dimension. CoRR (2024)
Michael Murray, Hui Jin, Benjamin Bowman, Guido Montúfar
Characterizing the spectrum of the NTK via a power series expansion. ICLR (2023)
Tony W. Li, Yelin Jo, Zander Brumbaugh, Hanna Lee, Michael Murray, Elin A. Björling
Low-Effort, Unqualified, and Malicious User Behaviors in Online Human-Robot Interaction Studies. SIGDOC (2023)
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
Framework of the Centralized Interactive Phenomics Resource (CIPHER) standard for electronic health data-based phenomics knowledgebase. J. Am. Medical Informatics Assoc. 30 (5) (2023)
Erin George, Michael Murray, William Swartworth, Deanna Needell
Training shallow ReLU networks on noisy data using hinge loss: when do we overfit and is it benign? NeurIPS (2023)
Tony W. Li, Michael Murray, Zander Brumbaugh, Raida Karim, Hanna Lee, Maya Cakmak, Elin A. Björling
Tell Me About It: Adolescent Self-Disclosure with an Online Robot for Mental Health. HRI (Companion) (2023)
Kedar Karhadkar, Michael Murray, Hanna Tseran, Guido Montúfar
Mildly Overparameterized ReLU Networks Have a Favorable Loss Landscape. CoRR (2023)
Erin George, Michael Murray, William Swartworth, Deanna Needell
Training shallow ReLU networks on noisy data using hinge loss: when do we overfit and is it benign? CoRR (2023)
Michael Murray, Jared Tanner
Encoder Blind Combinatorial Compressed Sensing. IEEE Trans. Inf. Theory 68 (12) (2022)
Jonah Mushava, Michael Murray
A novel XGBoost extension for credit scoring class-imbalanced data combining a generalized extreme value link and a modified focal loss function. Expert Syst. Appl. 202 (2022)
Michael Murray, Hui Jin, Benjamin Bowman, Guido Montúfar
Characterizing the Spectrum of the NTK via a Power Series Expansion. CoRR (2022)
Michael Murray, Maya Cakmak
Following Natural Language Instructions for Household Tasks With Landmark Guided Search and Reinforced Pose Adjustment. IEEE Robotics Autom. Lett. 7 (3) (2022)
Sean-Tee J. M. Lim, Martin Kelly, Logeswaran Selvarajah, Michael Murray, Timothy Scanlon
Transjugular intrahepatic portosystemic shunt (TIPS) procedure: an assessment of the quality and readability of online information. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Michael Murray, Vinayak Abrol, Jared Tanner
Activation function design for deep networks: linearity and effective initialisation. CoRR (2021)
Michael Murray, Nick Walker, Amal Nanavati, Patricia Alves-Oliveira, Nikita Filippov, Allison Sauppé, Bilge Mutlu, Maya Cakmak
Learning Backchanneling Behaviors for a Social Robot via Data Augmentation from Human-Human Conversations. CoRL (2021)
Michael Murray, Jared Tanner
The Permuted Striped Block Model and its Factorization - Algorithms with Recovery Guarantees. CoRR (2020)
Jesse Thomason, Michael Murray, Maya Cakmak, Luke Zettlemoyer
Vision-and-Dialog Navigation. CoRR (2019)
Jesse Thomason, Michael Murray, Maya Cakmak, Luke Zettlemoyer
Vision-and-Dialog Navigation. CoRL (2019)
Jonah Mushava, Michael Murray
An experimental comparison of classification techniques in debt recoveries scoring: Evidence from South Africa's unsecured lending market. Expert Syst. Appl. 111 (2018)
Michael Murray, Jared Tanner
Towards an understanding of CNNs: analysing the recovery of activation pathways via Deep Convolutional Sparse Coding. CoRR (2018)
Michael Murray, Jared Tanner
Deep CNN Sparse Coding Analysis: Towards Average Case. DSW (2018)
Jessie Chin, Jessica Johnson, Darcie Moeller, Elise Duwe, James Graumlich, Michael Murray, Elizabeth A. L. Stine-Morrow, Daniel G. Morrow
Promoting Comprehension of Health Information among Older Adults. CogSci (2015)
Robin Ruefle, Audrey J. Dorofee, David A. Mundie, Allen D. Householder, Michael Murray, Samuel J. Perl
Computer Security Incident Response Team Development and Evolution. IEEE Secur. Priv. 12 (5) (2014)
G. Honor Fagan, Michael Murray, Paul McCusker
Reviewing Policy, Practice and Potential of e-Consultation in Northern Ireland and the Republic of Ireland - A European Case Study. ECEG (2005)
G. Honor Fagan, Michael Murray, Paul McCusker
'Digitally Renewing Democracy'? The Potential for eConsultation in Northern Ireland and the Republic of Ireland. EGOV (Workshops and Posters) (2005)
Michael Critchfield, Michael Murray
Ills Cured with a Dose of Remedy. SIGUCCS (2000)
Michael Critchfield, Michael Murray, Michael Lewis, Jason Musselman
A Help Desk Prescription - Curing Ills with a Dose of Remedy. SIGUCCS (1999)
Michael Murray, Michael Quiner, Michael Critchfield
Exchange Your Outlook - A University Migration or: "the outlook's so bright, I gotta wear shades?". SIGUCCS (1998)
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
Digital Boltzmann VLSI for Constraint Satisfaction and Learning. NIPS (1993)
Michael Murray, James B. Burr, David G. Stork, Ming-Tak Leung, Kan Boonyanit, Gregory J. Wolff, Allen M. Peterson
Deterministic Boltzmann machine VLSI can be scaled using multi-chip modules. ASAP (1992)