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ORCIDProceedings of the National Academy of Sciences of the USA, Volume 117
Volume 117, Number 1, January 2020
- Carlo Baldassi
, Fabrizio Pittorino, Riccardo Zecchina:
Shaping the learning landscape in neural networks around wide flat minima. 161-170
Volume 117, Number 2, January 2020
- Stephen Ornes:
Science and Culture: How a conference focused on algorithms balances serious math with computational whimsy. 793-795
Volume 117, Number 4, January 2020
- Sam Kriegman, Douglas Blackiston, Michael Levin, Josh C. Bongard:
A scalable pipeline for designing reconfigurable organisms. 1853-1859
Volume 117, Number 10, March 2020
- Sophie Nightingale, Hany Farid:
Assessing the reliability of a clothing-based forensic identification. 5176-5183
Volume 117, Number 11, March 2020
- Giulia Fanti, Nina Holden, Yuval Peres, Gireeja Ranade:
Communication cost of consensus for nodes with limited memory. 5624-5630 - C. Seshadhri, Aneesh Sharma, Andrew Stolman, Ashish Goel:
The impossibility of low-rank representations for triangle-rich complex networks. 5631-5637
Volume 117, Number 12, March 2020
- Margaret Traeger, Sarah Strohkorb Sebo, Malte F. Jung, Brian Scassellati, Nicholas A. Christakis:
Vulnerable robots positively shape human conversational dynamics in a human-robot team. 6370-6375
Volume 117, Number 14, April 2020
- Iyad Rahwan, Jacob W. Crandall, Jean-François Bonnefon:
Intelligent machines as social catalysts. 7555-7557 - Allison Koenecke, Andrew Nam, Emily Lake, Joe Nudell, Minnie Quartey, Zion Mengesha, Connor Toups, John R. Rickford, Dan Jurafsky, Sharad Goel:
Racial disparities in automated speech recognition. 7684-7689
Volume 117, Number 15, April 2020
- Aloni Cohen, Kobbi Nissim:
Towards formalizing the GDPR's notion of singling out. 8344-8352
Volume 117, Number 17, April 2020
- Manuel Blum, Santosh S. Vempala:
The complexity of human computation via a concrete model with an application to passwords. 9208-9215
Volume 117, Number 18, May 2020
- Rushil Anirudh, Jayaraman J. Thiagarajan, Peer-Timo Bremer, Brian K. Spears:
Improved surrogates in inertial confinement fusion with manifold and cycle consistencies. 9741-9746
Volume 117, Number 19, May 2020
- Kokil Jaidka, Salvatore Giorgi, H. Andrew Schwartz, Margaret L. Kern, Lyle H. Ungar, Johannes C. Eichstaedt:
Estimating geographic subjective well-being from Twitter: A comparison of dictionary and data-driven language methods. 10165-10171
Volume 117, Number 22, June 2020
- Yang Shen, Sanjoy Dasgupta, Saket Navlakha:
Habituation as a neural algorithm for online odor discrimination. 12402-12410
Volume 117, Number 23, June 2020
- Zuzanna Kosowska-Stamirowska:
Network effects govern the evolution of maritime trade. 12719-12728
Volume 117, Number 29, July 2020
- Justin Chu, Hamid Mohamadi, Emre Erhan, Jeffery Tse, Readman Chiu, Sarah Yeo, Inanç Birol:
Mismatch-tolerant, alignment-free sequence classification using multiple spaced seeds and multiindex Bloom filters. 16961-16968
Volume 117, Number 30, July 2020
- David Harel, Assaf Marron, Joseph Sifakis:
Autonomics: In search of a foundation for next-generation autonomous systems. 17491-17498
Volume 117, Number 34, August 2020
- Ourania Semelidou, Efthimios M. C. Skoulakis:
One size does not fit all in Drosophila olfactory habituation. 20372 - Yang Shen, Sanjoy Dasgupta, Saket Navlakha:
Reply to Semelidou and Skoulakis: "Short-term" habituation has multiple distinct mechanisms. 20373-20374
Volume 117, Number 37, September 2020
- Adam Mann:
Core Concept: Nascent exascale supercomputers offer promise, present challenges. 22623-22625 - Ethan Fetaya, Yonatan Lifshitz, Elad Aaron, Shai Gordin:
Restoration of fragmentary Babylonian texts using recurrent neural networks. 22743-22751
Volume 117, Number 38, September 2020
- Amir Ghasemian, Homa Hosseinmardi, Aram Galstyan, Edoardo M. Airoldi, Aaron Clauset:
Stacking models for nearly optimal link prediction in complex networks. 23393-23400
Volume 117, Number 40, October 2020
- Shinjini Kundu, Beth G. Ashinsky, Mustapha Bouhrara, Erik B. Dam, Shadpour Demehri, Mohammad Shifat-E.-Rabbi, Richard G. Spencer, Kenneth L. Urish, Gustavo K. Rohde:
Enabling early detection of osteoarthritis from presymptomatic cartilage texture maps via transport-based learning. 24709-24719
Volume 117, Number 41, October 2020
- Roger Guimerà:
One model to rule them all in network science? 25195-25197
Volume 117, Number 42, October 2020
- Davide Valeriani, Kristina Simonyan:
A microstructural neural network biomarker for dystonia diagnosis identified by a DystoniaNet deep learning platform. 26398-26405
Volume 117, Number 43, October 2020
- Sri Krishna Vadlamani, Tianyao Patrick Xiao, Eli Yablonovitch:
Physics successfully implements Lagrange multiplier optimization. 26639-26650
Volume 117, Number 44, November 2020
- Adityanarayanan Radhakrishnan, Mikhail Belkin, Caroline Uhler:
Overparameterized neural networks implement associative memory. 27162-27170
Volume 117, Number 45, November 2020
- Hannes Rapp, Martin Paul Nawrot:
A spiking neural program for sensorimotor control during foraging in flying insects. 28412-28421
Volume 117, Number 47, November 2020
- Maithilee Kunda:
AI, visual imagery, and a case study on the challenges posed by human intelligence tests. 29390-29397
Volume 117, Number 48, December 2020
- Richard G. Baraniuk, David L. Donoho, Matan Gavish:
The science of deep learning. 30029-30032 - Terrence J. Sejnowski:
The unreasonable effectiveness of deep learning in artificial intelligence. 30033-30038 - Christopher D. Manning, Kevin Clark, John Hewitt, Urvashi Khandelwal, Omer Levy:
Emergent linguistic structure in artificial neural networks trained by self-supervision. 30046-30054 - David Bau, Jun-Yan Zhu, Hendrik Strobelt, Àgata Lapedriza, Bolei Zhou, Antonio Torralba:
Understanding the role of individual units in a deep neural network. 30071-30078 - André Barreto, Shaobo Hou, Diana Borsa, David Silver, Doina Precup:
Fast reinforcement learning with generalized policy updates. 30079-30087 - Jon M. Kleinberg, Jens Ludwig, Sendhil Mullainathan, Cass R. Sunstein:
Algorithms as discrimination detectors. 30096-30100
Volume 117, Number 50, December 2020
- Eric Jardine, Andrew M. Lindner, Gareth Owenson:
The potential harms of the Tor anonymity network cluster disproportionately in free countries. 31716-31721
Volume 117, Number 52, December 2020
- Andrew K. Lampinen, James L. McClelland:
Transforming task representations to perform novel tasks. 32970-32981
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