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ORCIDMichael Murray
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2020 – today
- 2024
[j10]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): 121876 (2024)- [j9]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): 1126-1134 (2024) - [j8]Kedar Karhadkar, Michael Murray, Hanna Tseran, Guido Montúfar:
Mildly Overparameterized ReLU Networks Have a Favorable Loss Landscape. Trans. Mach. Learn. Res. 2024 (2024) - [c16]Michael Murray, Abhishek Gupta, Maya Cakmak:
Learning to Grasp in Clutter with Interactive Visual Failure Prediction. ICRA 2024: 18172-18178 - [i9]Kedar Karhadkar, Erin George, Michael Murray, Guido Montúfar, Deanna Needell:
Benign overfitting in leaky ReLU networks with moderate input dimension. CoRR abs/2403.06903 (2024) - [i8]Kedar Karhadkar, Michael Murray, Guido Montúfar:
Bounds for the smallest eigenvalue of the NTK for arbitrary spherical data of arbitrary dimension. CoRR abs/2405.14630 (2024) - 2023
- [j7]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): 958-964 (2023) - [c15]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: 183-187 - [c14]Michael Murray, Hui Jin, Benjamin Bowman, Guido Montúfar:
Characterizing the spectrum of the NTK via a power series expansion. ICLR 2023 - [c13]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 - [c12]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: 63-69 - [i7]Kedar Karhadkar, Michael Murray, Hanna Tseran, Guido Montúfar:
Mildly Overparameterized ReLU Networks Have a Favorable Loss Landscape. CoRR abs/2305.19510 (2023) - [i6]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 abs/2306.09955 (2023) - 2022
- [j6]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: 117233 (2022) - [j5]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): 6870-6877 (2022) - [j4]Michael Murray, Jared Tanner:
Encoder Blind Combinatorial Compressed Sensing. IEEE Trans. Inf. Theory 68(12): 8310-8341 (2022) - [i5]Michael Murray, Hui Jin, Benjamin Bowman, Guido Montúfar:
Characterizing the Spectrum of the NTK via a Power Series Expansion. CoRR abs/2211.07844 (2022) - 2021
- [b1]Michael Murray:
From matrix factorisation to signal propagation in deep learning: algorithms and guarantees. University of Oxford, UK, 2021 - [j3]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): 149 (2021) - [c11]Michael Murray, Nick Walker, Amal Nanavati, Patrícia 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: 513-525 - [i4]Michael Murray, Vinayak Abrol, Jared Tanner:
Activation function design for deep networks: linearity and effective initialisation. CoRR abs/2105.07741 (2021) - 2020
- [i3]Michael Murray, Jared Tanner:
The Permuted Striped Block Model and its Factorization - Algorithms with Recovery Guarantees. CoRR abs/2004.05094 (2020)
2010 – 2019
- 2019
- [c10]Jesse Thomason, Michael Murray, Maya Cakmak, Luke Zettlemoyer:
Vision-and-Dialog Navigation. CoRL 2019: 394-406 - [i2]Jesse Thomason, Michael Murray, Maya Cakmak, Luke Zettlemoyer:
Vision-and-Dialog Navigation. CoRR abs/1907.04957 (2019) - 2018
- [j2]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: 35-50 (2018) - [c9]Michael Murray, Jared Tanner:
Deep CNN Sparse Coding Analysis: Towards Average Case. DSW 2018: 95-99 - [i1]Michael Murray, Jared Tanner:
Towards an understanding of CNNs: analysing the recovery of activation pathways via Deep Convolutional Sparse Coding. CoRR abs/1806.09888 (2018) - 2015
- [c8]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 - 2014
- [j1]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): 16-26 (2014)
2000 – 2009
- 2005
- [c7]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: 143-150 - [c6]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: 213-218 - 2000
- [c5]Michael Critchfield, Michael Murray:
Ills Cured with a Dose of Remedy. SIGUCCS 2000: 57-61
1990 – 1999
- 1999
- [c4]Michael Critchfield, Michael Murray, Michael Lewis, Jason Musselman:
A Help Desk Prescription - Curing Ills with a Dose of Remedy. SIGUCCS 1999: 35-38 - 1998
- [c3]Michael Murray, Michael Quiner, Michael Critchfield:
Exchange Your Outlook - A University Migration or: "the outlook's so bright, I gotta wear shades?". SIGUCCS 1998: 187-191 - 1993
- [c2]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: 896-903 - 1992
- [c1]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: 206-217
Coauthor Index
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last updated on 2024-10-07 22:13 CEST by the dblp team
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