Higher Fidelity Systems for End-User Information Management
My group develops systems to help people manage information and share it with others. We consider both text (online discussion tools) and structured data (information visualization and management applications). A guiding principle is that humans are intelligent and creative information managers who can accomplish a lot if we build systems that can accurately model and present the sophisticated thinking that people apply to their information. In this talk I’ll take a rapid tour through many of these systems, discussing common motivations and solution themes. Tackling data, I’ll describe a systems that empower people to create their own data-management tools simply by authoring HTML documents. Exhibit lets users author HTML that turns into interactive data visualizations. Mavo adds data editing and spreadsheet-style formulas that permit the construction of full-fledged applications in a single HTML document. Tackling online discussion, I’ll discuss NB, an online-education tool for discussing course content in the margins, Murmur, a system that modernizes the mailing list to address its drawbacks while preserving its great utility, and Wikum, a system that bridges between discussion forums and wikis by helping forum participants work together to build a summary of a long discussion’s main points and conclusions.
- Series:
- Microsoft Research Talks
- Date:
- Speakers:
- David Karger
- Affiliation:
- MIT Computer Science and Artificial Intelligence Laboratory (CSAIL)
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Jaime Teevan
Chief Scientist & Technical Fellow
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Series:
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DIABLo: a Deep Individual-Agnostic Binaural Localizer
Speakers:- Shoken Kaneko
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A Tale of Two Cities: Software Developers in Practice During the COVID-19 Pandemic
Speakers:- Denae Ford Robinson
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Recent Efforts Towards Efficient And Scalable Neural Waveform Coding
Speakers:- Kai Zhen
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Audio-based Toxic Language Detection
Speakers:- Midia Yousefi
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What Kind of Computation is Human Cognition? A Brief History of Thought (Episode 2/2)
Speakers:- Paul Smolensky
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From SqueezeNet to SqueezeBERT: Developing Efficient Deep Neural Networks
Speakers:- Forrest Iandola,
- Sujeeth Bharadwaj
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Hope Speech and Help Speech: Surfacing Positivity Amidst Hate
Speakers:- Ashique Khudabukhsh
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What Kind of Computation is Human Cognition? A Brief History of Thought (Episode 1/2)
Speakers:- Paul Smolensky
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An Ethical Crisis in Computing?
Speakers:- Eric Horvitz,
- Moshe Y. Vardi
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Towards Mainstream Brain-Computer Interfaces (BCIs)
Speakers:- Brendan Allison
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'F' to 'A' on the N.Y. Regents Science Exams: An Overview of the Aristo Project
Speakers:- Peter Clark
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Checkpointing the Un-checkpointable: the Split-Process Approach for MPI and Formal Verification
Speakers:- Gene Cooperman
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Learning Structured Models for Safe Robot Control
Speakers:- Subramanian Ramamoorthy
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Non-linear Invariants for Control-Command Systems
Speakers:- Pierre Roux
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Distributed Entity Resolution for Computational Social Science
Speakers:- Rebecca C. Steorts
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The Worst Form Including All Those Others: Canada’s Experiments with Online Voting
Speakers:- Aleksander Essex
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How Not to Prove Your Election Outcome
Speakers:- Vanessa Teague
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Dashboard Mechanisms for Online Marketplaces
Speakers:- Jason Hartline
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Compacting the Uncompactable: The Mesh Compacting Memory Allocator
Speakers:- Emery Berger
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Tea: A High-level Language and Runtime System for Automating Statistical Analysis
Speakers:- Eunice Jun
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Resource-Efficient Redundancy for Large-Scale Data Processing and Storage Systems
Speakers:- Rashmi Vinayak
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Battling Unfair Demons in Peer Review
Speakers:- Nihar Shah
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Sequential Estimation of Quantiles with Applications to A/B-testing and Best-arm Identification
Speakers:- Aaditya Ramdas