16 citations · 44 across the 8 of their papers we have counts for
8 papers
China leads scientific trends; the West launches new ones
Jeffrey W. Lockhart, Jamshid Sourati, Feng Shi +1
How nations shape the scientific frontier matters for technological competition, but standard metrics, including publication counts, citations, and disruption indices, look backwar…
Measuring and Analyzing Subjective Uncertainty in Scientific Communications
Jamshid Sourati, Grace Shao
Uncertainty of scientific findings are typically reported through statistical metrics such as -values, confidence intervals, etc. The magnitude of this objective uncertainty is…
Accelerating science with human-aware artificial intelligence
Jamshid Sourati, James Evans
Artificial intelligence (AI) models trained on published scientific findings have been used to invent valuable materials and targeted therapies, but they typically ignore the human…
Complementary artificial intelligence designed to augment human discovery
Jamshid Sourati, James Evans
Neither artificial intelligence designed to play Turing's imitation game, nor augmented intelligence built to maximize the human manipulation of information are tuned to accelerate…
Accelerating science with human versus alien artificial intelligences
Jamshid Sourati, James Evans
Data-driven artificial intelligence models fed with published scientific findings have been used to create powerful prediction engines for scientific and technological advance, suc…
Towards Robust and Reproducible Active Learning Using Neural Networks
Prateek Munjal, Nasir Hayat, Munawar Hayat +2
Active learning (AL) is a promising ML paradigm that has the potential to parse through large unlabeled data and help reduce annotation cost in domains where labeling data can be p…
An Active RBSE Framework to Generate Optimal Stimulus Sequences in a BCI for Spelling
Mohammad Moghadamfalahi, Murat Akcakaya, Hooman Nezamfar +2
A class of brain computer interfaces (BCIs) employs noninvasive recordings of electroencephalography (EEG) signals to enable users with severe speech and motor impairments to inter…
Asymptotic Analysis of Objectives based on Fisher Information in Active Learning
Jamshid Sourati, Murat Akcakaya, Todd K. Leen +2
Obtaining labels can be costly and time-consuming. Active learning allows a learning algorithm to intelligently query samples to be labeled for efficient learning. Fisher informati…