- Joshua T. Vogelstein, Timothy D. Verstynen, Konrad P. Kording, Leyla Isik, John W. Krakauer, Ralph Etienne-Cummings, Elizabeth L. Ogburn, Carey E. Priebe, Randal C. Burns, Kwame S. Kutten, James J. Knierim, James B. Potash, Thomas Hartung, Lena Smirnova, Paul Worley, Alena V. Savonenko, Ian Phillips, Michael I. Miller, René Vidal, Jeremias Sulam, Adam Charles, Noah J. Cowan, Maxim Bichuch, Archana Venkataraman, Chen Li, Nitish V. Thakor, Justus M. Kebschull, Marilyn S. Albert, Jinchong Xu, Marshall G. Hussain Shuler, Brian Caffo, J. Tilak Ratnanather, Ali Geisa, Seung-Eon Roh, Eva Yezerets, Meghana Madhyastha, Javier J. How, Tyler M. Tomita, Jayanta Dey, Ningyuan Huang, Jong M. Shin, Kaleab Alemayehu Kinfu, Pratik Chaudhari, Ben Baker, Anna Schapiro, Dinesh Jayaraman, Eric Eaton, Michael Platt, Lyle H. Ungar, Leila Wehbe, Ádám Kepecs, Amy Christensen, Onyema Osuagwu, Bing Brunton, Brett Mensh, Alysson R. Muotri, Gabriel A. Silva, Francesca Puppo, Florian Engert, Elizabeth Hillman, Julia Brown, Chris White, Weiwei Yang:
Prospective Learning: Back to the Future. CoRR abs/2201.07372 (2022) - Thomas Huber, Swaroop Pophale, Nolan Baker, Michael Carr, Nikhil Rao, Jaydon Reap, Kristina Holsapple, Joshua Hoke Davis
, Tobias Burnus, Seyong Lee, David E. Bernholdt, Sunita Chandrasekaran:
ECP SOLLVE: Validation and Verification Testsuite Status Update and Compiler Insight for OpenMP. CoRR abs/2208.13301 (2022) - Juhan Bae, Michael R. Zhang, Michael Ruan, Eric Wang, So Hasegawa, Jimmy Ba, Roger B. Grosse:
Multi-Rate VAE: Train Once, Get the Full Rate-Distortion Curve. CoRR abs/2212.03905 (2022) - 2021
- Dong H. Ahn, Allison H. Baker
, Michael Bentley, Ian Briggs, Ganesh Gopalakrishnan, Dorit M. Hammerling, Ignacio Laguna, Gregory L. Lee, Daniel J. Milroy
, Mariana Vertenstein:
Keeping science on keel when software moves. Commun. ACM 64(2): 66-74 (2021) - Michael J. Baker
, Baruch B. Schwarz, Sten R. Ludvigsen:
Educational dialogues and computer supported collaborative learning: critical analysis and research perspectives. Int. J. Comput. Support. Collab. Learn. 16(4): 583-604 (2021) - Jaana Isohätälä
, Piia Näykki
, Sanna Järvelä, Michael J. Baker, Kristine Lund:
Social sensitivity: a manifesto for CSCL research. Int. J. Comput. Support. Collab. Learn. 16(2): 289-299 (2021) - Jeffrey S. Hazboun
, Brent Shapiro-Albert
, Paul T. Baker
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The Pulsar Signal Simulator: A Python package for simulating radio signal data from pulsars. J. Open Source Softw. 6(58): 2757 (2021) - David Ochoa
, Andrew Hercules
, Miguel Carmona
, Daniel Suveges, Asier Gonzalez-Uriarte, Cinzia Malangone, Alfredo Miranda, Luca Fumis, Denise Carvalho-Silva, Michaela Spitzer, Jarrod Baker, Javier Ferrer, Arwa Bin Raies
, Olesya Razuvayevskaya, Adam Faulconbridge, Eirini Petsalaki, Prudence Mutowo-Meullenet, Sandra Machlitt-Northen, Gareth Peat, Elaine McAuley, Chuang Kee Ong, Edward Mountjoy
, Maya Ghoussaini, Andrea Pierleoni, Eliseo Papa, Miguel Pignatelli, Gautier Koscielny, Mohd Anisul Karim, Jeremy Schwartzentruber
, David G. Hulcoop, Ian Dunham
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:
Open Targets Platform: supporting systematic drug-target identification and prioritisation. Nucleic Acids Res. 49(Database-Issue): D1302-D1310 (2021) - Andrew P. Creagh
, Cedric Simillion, Alan K. Bourke, Alf Scotland, Florian Lipsmeier
, Corrado Bernasconi
, Johan van Beek, Mike Baker, Christian Gossens, Michael Lindemann, Maarten De Vos
:
Smartphone- and Smartwatch-Based Remote Characterisation of Ambulation in Multiple Sclerosis During the Two-Minute Walk Test. IEEE J. Biomed. Health Informatics 25(3): 838-849 (2021) - Ryan S. Baker, Bruce M. McLaren, Stephen Hutt
, J. Elizabeth Richey, Elizabeth Rowe, Ma. Victoria Almeda, Michael Mogessie Ashenafi, Juliana Ma. Alexandra L. Andres:
Towards Sharing Student Models Across Learning Systems. AIED (2) 2021: 60-65 - J. Elizabeth Richey
, Jiayi Zhang, Rohini Das, Juan Miguel L. Andres-Bray, Richard Scruggs
, Michael Mogessie Ashenafi
, Ryan S. Baker
, Bruce M. McLaren
:
Gaming and Confrustion Explain Learning Advantages for a Math Digital Learning Game. AIED (1) 2021: 342-355 - Jerry W. Wei, Arief A. Suriawinata, Bing Ren, Xiaoying Liu, Mikhail Lisovsky, Louis J. Vaickus, Charles Brown, Michael Baker, Naofumi Tomita, Lorenzo Torresani, Jason Wei, Saeed Hassanpour:
A Petri Dish for Histopathology Image Analysis. AIME 2021: 11-24 - Eliah Aronoff Spencer, Melanie McComsey, Alexandra Hubenko, Ming-Yuan Chih, Timothy Mullett, Corey E. Baker, John Kim, David K. Ahern, Michael C. Gibbons, Joseph A. Cafazzo, Pia Nyakairu, Robin C. Vanderpool, Bradford W. Hesse:
Design for Health System Resilience in Challenging Times: A Framework for Remote Cancer Care Through Community Codesign. AMIA 2021 - James Lucas, Juhan Bae, Michael R. Zhang, Stanislav Fort, Richard S. Zemel, Roger B. Grosse:
On Monotonic Linear Interpolation of Neural Network Parameters. ICML 2021: 7168-7179 - Hung-Jui Huang, Kai-Chi Huang, Michal Cáp, Yibiao Zhao, Ying Nian Wu, Chris L. Baker:
Planning on a (Risk) Budget: Safe Non-Conservative Planning in Probabilistic Dynamic Environments. ICRA 2021: 10257-10263 - Jerry W. Wei, Arief A. Suriawinata, Bing Ren, Xiaoying Liu, Mikhail Lisovsky, Louis J. Vaickus, Charles Brown, Michael Baker, Mustafa Nasir-Moin, Naofumi Tomita, Lorenzo Torresani, Jason Wei, Saeed Hassanpour:
Learn like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification. WACV 2021: 2472-2482 - Shibaji Chakraborty, Joseph B. H. Baker, J. Michael Ruohoniemi:
Probabilistic Short-wave Fadeout Detection in SuperDARN Time Series Observations. WiSEE 2021: 43-48 - Jerry W. Wei, Arief A. Suriawinata, Bing Ren, Xiaoying Liu, Mikhail Lisovsky, Louis J. Vaickus, Charles Brown, Michael Baker, Naofumi Tomita, Lorenzo Torresani, Jason Wei, Saeed Hassanpour:
A Petri Dish for Histopathology Image Analysis. CoRR abs/2101.12355 (2021) - James Lucas, Juhan Bae, Michael R. Zhang, Stanislav Fort, Richard S. Zemel, Roger B. Grosse:
Analyzing Monotonic Linear Interpolation in Neural Network Loss Landscapes. CoRR abs/2104.11044 (2021) - Hung-Jui Huang, Kai-Chi Huang, Michal Cáp, Yibiao Zhao, Ying Nian Wu, Chris L. Baker:
Planning on a (Risk) Budget: Safe Non-Conservative Planning in Probabilistic Dynamic Environments. CoRR abs/2106.09127 (2021) - Anna-Lena Lamprecht
, Magnus Palmblad
, Jon C. Ison, Veit Schwämmle
, Mohammad Sadnan Al Manir, Ilkay Altintas, Christopher J. O. Baker, Ammar Ben Hadj Amor, Salvador Capella-Gutiérrez
, Paulos Charonyktakis, Michael R. Crusoe
, Yolanda Gil, Carole A. Goble, Timothy J. Griffin
, Paul Groth
, Hans Ienasescu, Pratik D. Jagtap
, Matús Kalas
, Vedran Kasalica
, Alireza Khanteymoori
, Tobias Kuhn
, Hailiang Mei, Hervé Ménager, Steffen Möller, Robin A. Richardson
, Vincent Robert, Stian Soiland-Reyes
, Robert Stevens, Szaniszlo Szoke, Suzan Verberne
, Aswin Verhoeven, Katherine Wolstencroft
:
Perspectives on automated composition of workflows in the life sciences. F1000Research 10: 897 (2021) - 2020
- Jonny Austin, Howard Baker, Thomas Ball, James Devine
, Joe Finney
, Peli de Halleux, Steve Hodges, Michal Moskal
, Gareth Stockdale:
The BBC micro: bit: from the U.K. to the world. Commun. ACM 63(3): 62-69 (2020) - Maria Baimas-George
, Allyson R. Cochran
, Michael Watson, Keith J. Murphy, David A. Iannitti, John B. Martinie, Erin H. Baker
, Lee Ocuin, Dionisios Vrochides
:
Vertical Compliance: A novel method of reporting patient specific ERAS compliance for real-time risk assessment. Int. J. Medical Informatics 141: 104194 (2020) - Amara L. Holder, Anna K. Mebust, Lauren A. Maghran, Michael R. McGown, Kathleen E. Stewart, Dena M. Vallano, Robert A. Elleman, Kirk R. Baker:
Field Evaluation of Low-Cost Particulate Matter Sensors for Measuring Wildfire Smoke. Sensors 20(17): 4796 (2020) - Matthew R. DeWitt, Eduardo L. Latouche
, Jacob D. Kaufman, Christopher C. Fesmire
, Jacob H. Swet, Russel C. Kirks, Erin H. Baker
, Dionisios Vrochides
, David A. Iannitti, Iain H. McKillop, Rafael V. Davalos
, Michael B. Sano
:
Simplified Non-Thermal Tissue Ablation With a Single Insertion Device Enabled by Bipolar High-Frequency Pulses. IEEE Trans. Biomed. Eng. 67(7): 2043-2051 (2020) - Michael J. Coblenz
, Reed Oei, Tyler Etzel, Paulette Koronkevich, Miles Baker, Yannick Bloem, Brad A. Myers, Joshua Sunshine
, Jonathan Aldrich
:
Obsidian: Typestate and Assets for Safer Blockchain Programming. ACM Trans. Program. Lang. Syst. 42(3): 14:1-14:82 (2020) - Michael Mogessie Ashenafi, J. Elizabeth Richey
, Bruce M. McLaren, Juan Miguel L. Andres-Bray, Ryan S. Baker:
Confrustion and Gaming While Learning with Erroneous Examples in a Decimals Game. AIED (2) 2020: 208-213 - Dennis Abts, Jonathan Ross, Jonathan Sparling, Mark Wong-VanHaren, Max Baker, Tom Hawkins, Andrew Bell, John Thompson, Temesghen Kahsai, Garrin Kimmell, Jennifer Hwang, Rebekah Leslie-Hurd, Michael Bye, E. R. Creswick, Matthew Boyd, Mahitha Venigalla, Evan Laforge, Jon Purdy, Purushotham Kamath, Dinesh Maheshwari, Michael Beidler, Geert Rosseel, Omar Ahmad, Gleb Gagarin, Richard Czekalski, Ashay Rane, Sahil Parmar, Jeff Werner, Jim Sproch, Adrián Macías, Brian Kurtz:
Think Fast: A Tensor Streaming Processor (TSP) for Accelerating Deep Learning Workloads. ISCA 2020: 145-158 - Jerry W. Wei, Arief A. Suriawinata, Bing Ren, Xiaoying Liu, Mikhail Lisovsky, Louis J. Vaickus, Charles Brown, Michael Baker, Mustafa Nasir-Moin, Naofumi Tomita, Lorenzo Torresani, Jason Wei, Saeed Hassanpour:
Learn like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification. CoRR abs/2009.13698 (2020) - Gavin S. Hartnett, Raffaele Vardavas, Lawrence Baker, Michael Chaykowsky, C. Ben Gibson, Federico Girosi, David P. Kennedy, Osonde A. Osoba:
Deep Generative Modeling in Network Science with Applications to Public Policy Research. CoRR abs/2010.07870 (2020)