The impact of generative AI on higher education learning and teaching: A study of educators' perspectives. - Lee, Daniel; Arnold, Matthew; Srivastava, Amit; Plastow, Katrina; Strelan, Peter; Ploeckl, Florian; Lekkas, Dimitra; Palmer, Edward (Comput. Educ. Artif. Intell., 2024)

Game Physics Engine Using Optimised Geometric Algebra RISC-V Vector Extensions Code Using Fourier Series Data. - Saribatir, Ed; Zurstraßen, Niko; Hildenbrand, Dietmar; Stock, Florian; Piña, Atilio Morillo; Wegner, Frederic von; Yan, Zheng; Wen, Shiping; Arnold, Matthew (2023)

Assessment of Prediction Intervals Using Uncertainty Characteristics Curves. - Navrátil, Jirí; Elder, Benjamin; Arnold, Matthew; Ghosh, Soumya; Sattigeri, Prasanna (CoRR, 2023)

Learning Prediction Intervals for Model Performance. - Elder, Benjamin; Arnold, Matthew; Murthi, Anupama; Navrátil, Jirí (2021)

Sensor Fusion for Force and Position Calibration of a Motorized Surgical Smart Grasper. - Kaplan, Jack; Sosnovskaya, Yana; Arnold, Matthew; Hannaford, Blake (2021)

Uncertainty Characteristics Curves: A Systematic Assessment of Prediction Intervals. - Navrátil, Jirí; Elder, Benjamin; Arnold, Matthew; Ghosh, Soumya; Sattigeri, Prasanna (CoRR, 2021)

Label Noise in Context. - Desmond, Michael; Finegan-Dollak, Catherine; Boston, Jeffrey; Arnold, Matthew (2020)

Towards Automating the AI Operations Lifecycle. - Arnold, Matthew; Boston, Jeffrey; Desmond, Michael; Duesterwald, Evelyn; Elder, Benjamin; Murthi, Anupama; Navrátil, Jirí; Reimer, Darrell (CoRR, 2020)

Uncertainty Prediction for Deep Sequential Regression Using Meta Models. - Navrátil, Jirí; Arnold, Matthew; Elder, Benjamin (CoRR, 2020)

Not Your Grandfathers Test Set: Reducing Labeling Effort for Testing. - Taskazan, Begum; Navrátil, Jirí; Arnold, Matthew; Murthi, Anupama; Venkataraman, Ganesh; Elder, Benjamin (CoRR, 2020)

Learning Prediction Intervals for Model Performance. - Elder, Benjamin; Arnold, Matthew; Murthi, Anupama; Navrátil, Jirí (CoRR, 2020)

FactSheets: Increasing trust in AI services through supplier's declarations of conformity. - Arnold, Matthew; Bellamy, Rachel K. E.; Hind, Michael; Houde, Stephanie; Mehta, Sameep; Mojsilovic, Aleksandra; Nair, Ravi; Ramamurthy, Karthikeyan Natesan; Olteanu, Alexandra; Piorkowski, David; Reimer, Darrell; Richards, John T.; et al. (IBM J. Res. Dev., 2019)

META: Middleware for Events, Transactions, and Analytics. - Arnold, Matthew; Grove, David; Herta, Benjamin; Hind, Michael; Hirzel, Martin; Iyengar, Arun; Mandel, Louis; Saraswat, Vijay A.; Shinnar, Avraham; Siméon, Jérôme; Takeuchi, Mikio; Tardieu, Olivier; et al. (IBM J. Res. Dev., 2016)

CanaryAdvisor: a statistical-based tool for canary testing (demo). - Tarvo, Alexander; Sweeney, Peter F.; Mitchell, Nick; Rajan, V. T.; Arnold, Matthew; Baldini, Ioana (2015)

Scalable Runtime Bloat Detection Using Abstract Dynamic Slicing. - Xu, Guoqing; Mitchell, Nick; Arnold, Matthew; Rountev, Atanas; Schonberg, Edith; Sevitsky, Gary (ACM Trans. Softw. Eng. Methodol., 2014)

QVM: An Efficient Runtime for Detecting Defects in Deployed Systems. - Arnold, Matthew; Vechev, Martin T.; Yahav, Eran (ACM Trans. Softw. Eng. Methodol., 2011)

Lost in the Middle Kingdom: a second language acquisition video game. - Shepherd, Jeremiah J.; Doe, Renaldo J.; Arnold, Matthew; Cheek, Nancy; Zhu, Yun; Tang, Jijun (2011)

A different approach to teaching Chinese through serious games. - Shepherd, Jeremiah J.; Doe, Renaldo J.; Arnold, Matthew; Zhu, Yun; Tang, Jijun (2011)

Observations on tuning a Java enterprise application for performance and scalability. - Altman, Erik R.; Arnold, Matthew; Bordawekar, Rajesh; Delmonico, Robert M.; Mitchell, Nick; Sweeney, Peter F. (IBM J. Res. Dev., 2010)

Performance analysis of idle programs. - Altman, Erik R.; Arnold, Matthew; Fink, Stephen; Mitchell, Nick (2010)

Finding low-utility data structures. - Xu, Guoqing; Mitchell, Nick; Arnold, Matthew; Rountev, Atanas; Schonberg, Edith; Sevitsky, Gary (2010)

Software bloat analysis: finding, removing, and preventing performance problems in modern large-scale object-oriented applications. - Xu, Guoqing; Mitchell, Nick; Arnold, Matthew; Rountev, Atanas; Sevitsky, Gary (2010)

A concurrent dynamic analysis framework for multicore hardware. - Ha, Jungwoo; Arnold, Matthew; Blackburn, Stephen M.; McKinley, Kathryn S. (2009)

Go with the flow: profiling copies to find runtime bloat. - Xu, Guoqing; Arnold, Matthew; Mitchell, Nick; Rountev, Atanas; Sevitsky, Gary (2009)

Jolt: lightweight dynamic analysis and removal of object churn. - Shankar, Ajeet; Arnold, Matthew; Bodík, Rastislav (2008)

QVM: an efficient runtime for detecting defects in deployed systems. - Arnold, Matthew; Vechev, Martin T.; Yahav, Eran (2008)

A Loop Correlation Technique to Improve Performance Auditing. - Lau, Jeremy; Arnold, Matthew; Hind, Michael; Calder, Brad (2007)

Using hpm-sampling to drive dynamic compilation. - Buytaert, Dries; Georges, Andy; Hind, Michael; Arnold, Matthew; Eeckhout, Lieven; Bosschere, Koen De (2007)

Dynamic compilation: the benefits of early investing. - Kulkarni, Prasad A.; Arnold, Matthew; Hind, Michael (2007)

Adapting virtual machine techniques for seamless aspect support. - Bockisch, Christoph; Arnold, Matthew; Dinkelaker, Tom; Mezini, Mira (2006)

Efficient control flow quantification. - Bockisch, Christoph; Kanthak, Sebastian; Haupt, Michael; Arnold, Matthew; Mezini, Mira (2006)

Online performance auditing: using hot optimizations without getting burned. - Lau, Jeremy; Arnold, Matthew; Hind, Michael; Calder, Brad (2006)

Web Services Navigator: Visualizing the execution of Web Services. - Pauw, Wim De; Lei, Michelle; Pring, Edward; Villard, Lionel; Arnold, Matthew; Morar, John F. (IBM Syst. J., 2005)

A Survey of Adaptive Optimization in Virtual Machines. - Arnold, Matthew; Fink, Stephen J.; Grove, David; Hind, Michael; Sweeney, Peter F. (Proc. IEEE, 2005)

Collecting and Exploiting High-Accuracy Call Graph Profiles in Virtual Machines. - Arnold, Matthew; Grove, David (2005)

Improving virtual machine performance using a cross-run profile repository. - Arnold, Matthew; Welc, Adam; Rajan, V. T. (2005)

Thin Guards: A Simple and Effective Technique for Reducing the Penalty of Dynamic Class Loading. - Arnold, Matthew; Ryder, Barbara G. (2002)

Online feedback-directed optimization of Java. - Arnold, Matthew; Hind, Michael; Ryder, Barbara G. (2002)

Exploring the Interaction between Java?s Implicitly Thrown Exceptions and Instruction Scheduling. - Arnold, Matthew; Hsiao, Michael S.; Kremer, Ulrich; Ryder, Barbara G. (Int. J. Parallel Program., 2001)

A Framework for Reducing the Cost of Instrumented Code. - Arnold, Matthew; Ryder, Barbara G. (2001)

The Business of Sustainable Forestry: Meshing Operations with Strategic Purpose. - Hart, Stuart; Arnold, Matthew; Day, Rob (Interfaces, 2000)

A comparative study of static and profile-based heuristics for inlining. - Arnold, Matthew; Fink, Stephen J.; Sarkar, Vivek; Sweeney, Peter F. (2000)

An Empirical Study of Selective Optimization. - Arnold, Matthew; Hind, Michael; Ryder, Barbara G. (2000)

Adaptive optimization in the Jalapeño JVM. - Arnold, Matthew; Fink, Stephen J.; Grove, David; Hind, Michael; Sweeney, Peter F. (2000)

Adaptive optimization in the Jalapeño JVM (poster session). - Arnold, Matthew; Fink, Stephen; Grove, David; Hind, Michael; Sweeney, Peter F. (2000)

Instruction Scheduling in the Presence of Java's Runtime Exceptions. - Arnold, Matthew; Hsiao, Michael S.; Kremer, Ulrich; Ryder, Barbara G. (1999)