Aaron Smith

According to our database, Aaron Smith authored at least 50 papers between 1992 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Safer not to know? Shaping liability law and policy to incentivize adoption of predictive AI technologies in the food system.

Carrie S. Alexander, Aaron Smith, Renata Ivanek

Frontiers Artif. Intell., February, 2023

2022

Rate-optimal refinement strategies for local approximation MCMC.

Andrew D. Davis, Youssef M. Marzouk, Aaron Smith, Natesh S. Pillai

Stat. Comput., 2022

Correcting Charge Sharing Distortions in Photon Counting Detectors Utilising a Spatial-Temporal CNN.

Aaron Smith, James Atlas, Ali Atharifard

Proceedings of the Image and Vision Computing - 37th International Conference, 2022

Rapid Convergence of Informed Importance Tempering.

Quan Zhou, Aaron Smith

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Simple conditions for metastability of continuous Markov chains.

Oren Mangoubi, Natesh S. Pillai, Aaron Smith

J. Appl. Probab., 2021

Integrating a functional pattern-based IR into MLIR.

Martin Lücke, Michel Steuwer, Aaron Smith

Proceedings of the CC '21: 30th ACM SIGPLAN International Conference on Compiler Construction, 2021

2020

Reconstruction of Line-Embeddings of Graphons.

Jeannette C. M. Janssen, Aaron Smith

CoRR, 2020

Kac meets Johnson and Lindenstrauss: a memory-optimal, fast Johnson-Lindenstrauss transform.

Vishesh Jain, Natesh S. Pillai, Aaron Smith

CoRR, 2020

2019

Raising binaries to LLVM IR with MCTOLL (WIP paper).

S. Bharadwaj Yadavalli, Aaron Smith

Proceedings of the 20th ACM SIGPLAN/SIGBED International Conference on Languages, 2019

Mixing of Hamiltonian Monte Carlo on strongly log-concave distributions 2: Numerical integrators.

Oren Mangoubi, Aaron Smith

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Advances in Heterogeneous Computing from Hardware to Software (NII Shonan Meeting 2018-11).

Aaron Smith, Chris Fensch, Hiroshi Sasaki

NII Shonan Meet. Rep., 2018

Parallel Local Approximation MCMC for Expensive Models.

Patrick R. Conrad, Andrew D. Davis, Youssef M. Marzouk, Natesh S. Pillai, Aaron Smith

SIAM/ASA J. Uncertain. Quantification, 2018

Does Hamiltonian Monte Carlo mix faster than a random walk on multimodal densities?

Oren Mangoubi, Natesh S. Pillai, Aaron Smith

CoRR, 2018

Towards an Area-Efficient Implementation of a High ILP EDGE Soft Processor.

Jan Gray, Aaron Smith

CoRR, 2018

An Investigation of the Interactions Between Pre-Trained Word Embeddings, Character Models and POS Tags in Dependency Parsing.

Aaron Smith, Miryam de Lhoneux, Sara Stymne, Joakim Nivre

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

82 Treebanks, 34 Models: Universal Dependency Parsing with Multi-Treebank Models.

Aaron Smith, Bernd Bohnet, Miryam de Lhoneux, Joakim Nivre, Yan Shao, Sara Stymne

Proceedings of the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, Brussels, Belgium, October 31, 2018

Parser Training with Heterogeneous Treebanks.

Sara Stymne, Miryam de Lhoneux, Aaron Smith, Joakim Nivre

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

A Study of Dynamic Phase Adaptation Using a Dynamic Multicore Processor.

Paul-Jules Micolet, Aaron Smith, Christophe Dubach

ACM Trans. Embed. Comput. Syst., 2017

The use of a single pseudo-sample in approximate Bayesian computation.

Luke Bornn, Natesh S. Pillai, Aaron Smith, Dawn Woodard

Stat. Comput., 2017

The cutoff phenomenon for random birth and death chains.

Aaron Smith

Random Struct. Algorithms, 2017

2016

Rapid Mixing of Geodesic Walks on Manifolds with Positive Curvature.

Oren Mangoubi, Aaron Smith

CoRR, 2016

Inefficiency of Data Augmentation for Large Sample Imbalanced Data.

James E. Johndrow, Aaron Smith, Natesh S. Pillai, David B. Dunson

CoRR, 2016

Evaluating and optimizing OpenCL kernels for high performance computing with FPGAs.

Hamid Reza Zohouri, Naoya Maruyama, Aaron Smith, Motohiko Matsuda, Satoshi Matsuoka

Proceedings of the International Conference for High Performance Computing, 2016

A machine learning approach to mapping streaming workloads to dynamic multicore processors.

Paul-Jules Micolet, Aaron Smith, Christophe Dubach

Proceedings of the 17th ACM SIGPLAN/SIGBED Conference on Languages, 2016

Climbing Mont BLEU: The Strange World of Reachable High-BLEU Translations.

Aaron Smith, Christian Hardmeier, Jörg Tiedemann

Proceedings of the 19th Annual Conference of the European Association for Machine Translation, 2016

Parallel Markov Chain Monte Carlo via Spectral Clustering.

Guillaume W. Basse, Aaron Smith, Natesh S. Pillai

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015

A Reconfigurable Fabric for Accelerating Large-Scale Datacenter Services.

Andrew Putnam, Adrian M. Caulfield, Eric S. Chung, Derek Chiou, Kypros Constantinides, John Demme, Hadi Esmaeilzadeh, Jeremy Fowers, Gopi Prashanth Gopal, Jan Gray, Michael Haselman, Scott Hauck, Stephen Heil, Amir Hormati, Joo-Young Kim, Sitaram Lanka, James R. Larus, Eric Peterson, Simon Pope, Aaron Smith, Jason Thong, Phillip Yi Xiao, Doug Burger

IEEE Micro, 2015

Imposing coarse-grained reconfiguration to general purpose processors.

Milovan Duric, Milan Stanic, Ivan Ratkovic, Oscar Palomar, Osman S. Unsal, Adrián Cristal, Mateo Valero, Aaron Smith

Proceedings of the 2015 International Conference on Embedded Computer Systems: Architectures, 2015

A Multiword Expression Data Set: Annotating Non-Compositionality and Conventionalization for English Noun Compounds.

Meghdad Farahmand, Aaron Smith, Joakim Nivre

Proceedings of the 11th Workshop on Multiword Expressions, 2015

2014

Scaling Power and Performance viaProcessor Composability.

Madhu Saravana Sibi Govindan, Behnam Robatmili, Dong Li, Bertrand A. Maher, Aaron Smith, Stephen W. Keckler, Doug Burger

IEEE Trans. Computers, 2014

Anaphora Models and Reordering for Phrase-Based SMT.

Christian Hardmeier, Sara Stymne, Jörg Tiedemann, Aaron Smith, Joakim Nivre

Proceedings of the Ninth Workshop on Statistical Machine Translation, 2014

Dynamic-vector execution on a general purpose EDGE chip multiprocessor.

Milovan Duric, Oscar Palomar, Aaron Smith, Milan Stanic, Osman S. Unsal, Adrián Cristal, Mateo Valero, Doug Burger, Alexander V. Veidenbaum

Proceedings of the XIVth International Conference on Embedded Computer Systems: Architectures, 2014

Breaking Bad: Extraction of Verb-Particle Constructions from a Parallel Subtitles Corpus.

Aaron Smith

Proceedings of the 10th Workshop on Multiword Expressions, 2014

ParCor 1.0: A Parallel Pronoun-Coreference Corpus to Support Statistical MT.

Liane Guillou, Christian Hardmeier, Aaron Smith, Jörg Tiedemann, Bonnie L. Webber

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

EVX: Vector execution on low power EDGE cores.

Milovan Duric, Oscar Palomar, Aaron Smith, Osman S. Unsal, Adrián Cristal, Mateo Valero, Doug Burger

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

2013

Provenance Representation for the National Climate Assessment in the Global Change Information System.

Curt Tilmes, Peter Fox, Xiaogang Ma, Deborah L. McGuinness, Ana Pinheiro Privette, Aaron Smith, Anne Waple, Stephan Zednik, Jinguang Zheng

IEEE Trans. Geosci. Remote. Sens., 2013

ReCompAc: Reconfigurable compute accelerator.

Milovan Duric, Oscar Palomar, Aaron Smith

Proceedings of the 2012 International Conference on Reconfigurable Computing and FPGAs, 2013

How to implement effective prediction and forwarding for fusable dynamic multicore architectures.

Behnam Robatmili, Dong Li, Hadi Esmaeilzadeh, Madhu Saravana Sibi Govindan, Aaron Smith, Andrew Putnam, Doug Burger, Stephen W. Keckler

Proceedings of the 19th IEEE International Symposium on High Performance Computer Architecture, 2013

2010

Dynamic vectorization in the E2 dynamic multicore architecture.

Andrew Putnam, Aaron Smith, Doug Burger

SIGARCH Comput. Archit. News, 2010

2009

Improving Awareness of Social Engineering Attacks.

Aaron Smith, Maria Papadaki, Steven M. Furnell

Proceedings of the Information Assurance and Security Education and Training, 2009

An evaluation of the TRIPS computer system.

Mark Gebhart, Bertrand A. Maher, Katherine E. Coons, Jeffrey R. Diamond, Paul Gratz, Mario Marino, Nitya Ranganathan, Behnam Robatmili, Aaron Smith, James H. Burrill, Stephen W. Keckler, Doug Burger, Kathryn S. McKinley

Proceedings of the 14th International Conference on Architectural Support for Programming Languages and Operating Systems, 2009

2007

Designing distributed biography: co-constructing a polyphonic application on borrowed time.

Justin Olmanson, Steven Greenstein, Aaron Smith, Curtis Brewer

Proceedings of the 25th Annual International Conference on Design of Communication, 2007

2006

Describing and Categorizing Disk-Avoiding Anti-Forensics Tools.

Aaron Smith

J. Digit. Forensic Pract., 2006

Dataflow Predication.

Aaron Smith, Ramadass Nagarajan, Karthikeyan Sankaralingam, Robert G. McDonald, Doug Burger, Stephen W. Keckler, Kathryn S. McKinley

Proceedings of the 39th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO-39 2006), 2006

Merging Head and Tail Duplication for Convergent Hyperblock Formation.

Bertrand A. Maher, Aaron Smith, Doug Burger, Kathryn S. McKinley

Proceedings of the 39th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO-39 2006), 2006

Compiling for EDGE Architectures.

Aaron Smith, Jon Gibson, Bertrand A. Maher, Nicholas Nethercote, Bill Yoder, Doug Burger, Kathryn S. McKinley, James H. Burrill

Proceedings of the Fourth IEEE/ACM International Symposium on Code Generation and Optimization (CGO 2006), 2006

1997

Speech recognition HMM training on reconfigurable parallel processor.

Hyun-Kyu Yun, Aaron Smith, Harvey F. Silverman

Proceedings of the 5th IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM '97), 1997

1995

Performing Log-Scale Addition on a Distributed Memory MIMD Multicomputer with Reconfigurable Computing Capabilities.

Michael E. Wazlowski, Aaron Smith, Ricardo Citro, Harvey F. Silverman

Proceedings of the 1995 International Conference on Parallel Processing, 1995

Implementing a genetic algorithm on a parallel custom computing machine.

Nathan Sitkoff, Michael E. Wazlowski, Aaron Smith, Harvey F. Silverman

Proceedings of the 3rd IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM '95), 1995

1992

Distributed hidden Markov model training on loosely-coupled multiprocessor networks.

J. T. Foote, Michael M. Hochberg, Peter M. Athanas, Aaron Smith, Michael E. Wazlowski, Harvey F. Silverman

Proceedings of the 1992 IEEE International Conference on Acoustics, 1992