Artificial Intelligence, Machine Learning, Computer Vision, Natural language processing
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- review-articleMay 2020
Contextual word representations: putting words into computers
Communications of the ACM (CACM), Volume 63, Issue 6June 2020, pp 66–74https://doi.org/10.1145/3347145Advances in how programs treat natural language words have a big impact in AI.
- review-articleApril 2020
A snapshot of the frontiers of fairness in machine learning
Communications of the ACM (CACM), Volume 63, Issue 5May 2020, pp 82–89https://doi.org/10.1145/3376898A group of industry, academic, and government experts convene in Philadelphia to explore the roots of algorithmic bias.
- review-articleDecember 2019
Techniques for interpretable machine learning
Communications of the ACM (CACM), Volume 63, Issue 1January 2020, pp 68–77https://doi.org/10.1145/3359786Uncovering the mysterious ways machine learning models make decisions.
- review-articleNovember 2019
Rethinking search engines and recommendation systems: a game theoretic perspective
Communications of the ACM (CACM), Volume 62, Issue 12December 2019, pp 66–75https://doi.org/10.1145/3340922Novel approaches draw on the strength of game theoretic mechanism design.
- review-articleSeptember 2019
Protein design by provable algorithms
Communications of the ACM (CACM), Volume 62, Issue 10October 2019, pp 76–84https://doi.org/10.1145/3338124Protein design algorithms can leverage provable guarantees of accuracy to provide new insights and unique optimized molecules.
- review-articleJune 2019
Unifying logical and statistical AI with Markov logic
Communications of the ACM (CACM), Volume 62, Issue 7July 2019, pp 74–83https://doi.org/10.1145/3241978Markov logic can be used as a general framework for joining logical and statistical AI.
- review-articleMay 2019
The challenge of crafting intelligible intelligence
Communications of the ACM (CACM), Volume 62, Issue 6June 2019, pp 70–79https://doi.org/10.1145/3282486To trust the behavior of complex AI algorithms, especially in mission-critical settings, they must be made intelligible.
- review-articleMarch 2019
Neural algorithms and computing beyond Moore's law
Communications of the ACM (CACM), Volume 62, Issue 4April 2019, pp 110https://doi.org/10.1145/3231589Advances in neurotechnologies are reigniting opportunities to bring neural computation insights into broader computing applications.
- review-articleDecember 2018
Intelligent systems for geosciences: an essential research agenda
- Yolanda Gil,
- Suzanne A. Pierce,
- Hassan Babaie,
- Arindam Banerjee,
- Kirk Borne,
- Gary Bust,
- Michelle Cheatham,
- Imme Ebert-Uphoff,
- Carla Gomes,
- Mary Hill,
- John Horel,
- Leslie Hsu,
- Jim Kinter,
- Craig Knoblock,
- David Krum,
- Vipin Kumar,
- Pierre Lermusiaux,
- Yan Liu,
- Chris North,
- Victor Pankratius,
- Shanan Peters,
- Beth Plale,
- Allen Pope,
- Sai Ravela,
- Juan Restrepo,
- Aaron Ridley,
- Hanan Samet,
- Shashi Shekhar,
- Katie Skinner,
- Padhraic Smyth,
- Basil Tikoff,
- Lynn Yarmey,
- Jia Zhang
Communications of the ACM (CACM), Volume 62, Issue 1January 2019, pp 76–84https://doi.org/10.1145/3192335A research agenda for intelligent systems that will result in fundamental new capabilities for understanding the Earth system.
- review-articleSeptember 2018
Shaping web usability: interaction design in context
Ubiquity (UBIQUITY), Volume 2002, Issue FebruaryFebruary 1 - February 28, 2002, pp 1https://doi.org/10.1145/763909.763910Optimizing the user experience should be the ultimate aim of the Web usability designer.
- review-articleSeptember 2018
- review-articleApril 2018
Speech emotion recognition: two decades in a nutshell, benchmarks, and ongoing trends
Communications of the ACM (CACM), Volume 61, Issue 5May 2018, pp 90–99https://doi.org/10.1145/3129340Tracing 20 years of progress in making machines hear our emotions based on speech signal properties.
- review-articleOctober 2017
Healthcare robotics
Communications of the ACM (CACM), Volume 60, Issue 11November 2017, pp 68–78https://doi.org/10.1145/3127874Healthcare robotics can provide health and wellness support to billions of people.
- review-articleFebruary 2017
Computational support for academic peer review: a perspective from artificial intelligence
Communications of the ACM (CACM), Volume 60, Issue 3March 2017, pp 70–79https://doi.org/10.1145/2979672New tools tackle an age-old practice.
- review-articleAugust 2016
Learning executable semantic parsers for natural language understanding
Communications of the ACM (CACM), Volume 59, Issue 9September 2016, pp 68–76https://doi.org/10.1145/2866568Semantic parsing is a rich fusion of the logical and the statistical worlds.
- review-articleJuly 2016
Computational biology in the 21st century: scaling with compressive algorithms
Communications of the ACM (CACM), Volume 59, Issue 8August 2016, pp 72–80https://doi.org/10.1145/2957324Algorithmic advances take advantage of the structure of massive biological data landscape.
- review-articleMay 2015
New Research Directions in Knowledge Discovery and Allied Spheres
ACM SIGKDD Explorations Newsletter (SIGKDD), Volume 16, Issue 2December 2014, pp 46–49https://doi.org/10.1145/2783702.2783708The realm of knowledge discovery extends across several allied spheres today. It encompasses database management areas such as data warehousing and schema versioning; information retrieval areas such as Web semantics and topic detection; and core data ...
- review-articleNovember 2014
ICMI 2014 Workshop on Multimodal, Multi-Party, Real-World Human-Robot Interaction
ICMI '14: Proceedings of the 16th International Conference on Multimodal InteractionNovember 2014, pp 533–534https://doi.org/10.1145/2663204.2668319The Workshop on Multimodal, Multi-Party, Real-World Human-Robot Interaction will be held in Istanbul on 16 November 2014, co-located with the 16th International Conference on Multimodal Interaction (ICMI 2014). The workshop objective is to address the ...
- review-articleNovember 2014
MAPTRAITS 2014 - The First Audio/Visual Mapping Personality Traits Challenge - An Introduction: Perceived Personality and Social Dimensions
ICMI '14: Proceedings of the 16th International Conference on Multimodal InteractionNovember 2014, pp 529–530https://doi.org/10.1145/2663204.2668317The Audio/Visual Mapping Personality Challenge and Workshop (MAPTRAITS) is a competition event that is organised to facilitate the development of signal processing and machine learning techniques for the automatic analysis of personality traits and ...
- review-articleNovember 2014
Gaze-in 2014: the 7th Workshop on Eye Gaze in Intelligent Human Machine Interaction
ICMI '14: Proceedings of the 16th International Conference on Multimodal InteractionNovember 2014, pp 527–528https://doi.org/10.1145/2663204.2668316This paper presents a summary of the seventh workshop on Eye Gaze in Intelligent Human Machine Interaction. The Gaze-in 2014 workshop is a part of a series of workshops held around the topics related to gaze and multimodal interaction. The workshop web-...
