215 citations
- Microsoft (United States)US16 papers
- University of CambridgeGB7 papers
- Massachusetts Institute of TechnologyUS6 papers
- Tel Aviv UniversityIL5 papers
- University of California, BerkeleyUS5 papers
- Johns Hopkins UniversityUS4 papers
- Microsoft Research New England (United States)US4 papers
- University of ChicagoUS4 papers
- University of WashingtonUS4 papers
- Stanford UniversityUS3 papers
- Technion – Israel Institute of TechnologyIL3 papers
- University of British ColumbiaCA3 papers
4 papers · 1 filter
ICE: Enabling Non-Experts to Build Models Interactively for Large-Scale Lopsided Problems
Patrice Simard, David Chickering, Aparna Lakshmiratan +7
Quick interaction between a human teacher and a learning machine presents numerous benefits and challenges when working with web-scale data. The human teacher guides the machine to…
DSP.Ear: Leveraging Co-Processor Support for Continuous Audio Sensing on Smartphones
Petko Georgiev, Nicholas D. Lane, Kiran K. Rachuri +1
The rapidly growing adoption of sensor-enabled smartphones has greatly fueled the proliferation of applications that use phone sensors to monitor user behavior. A central sensor am…
Reaching Consensus via non-Bayesian Asynchronous Learning in Social Networks
Michal Feldman, Nicole Immorlica, Brendan Lucier +1
We study the outcomes of information aggregation in online social networks. Our main result is that networks with certain realistic structural properties avoid information cascades…
Market Making with Decreasing Utility for Information
Miroslav Dudík, Rafael Frongillo, Jennifer Wortman Vaughan
We study information elicitation in cost-function-based combinatorial prediction markets when the market maker's utility for information decreases over time. In the sudden revelati…