Concept
Forward chaining
Related publications (5)
Analytical Engines With Context-Rich Processing: Towards Efficient Next-Generation Analytics
Anastasia Ailamaki, Viktor Sanca
As modern data pipelines continue to collect, produce, and store a variety of data formats, extracting and combining value from traditional and context-rich sources such as strings, text, video, audio, and logs becomes a manual process where such formats a ...
2023Protecting Mobile Food Diaries from Getting too Personal
Daniel Gatica-Perez, Lakmal Buddika Meegahapola
Smartphone applications that use passive sensing to support human health and well-being primarily rely on: (a) generating low-dimensional representations from high-dimensional data streams; (b) making inferences regarding user behavior; and (c) using those ...
Association for Computing Machinery2020Chaining Mutual Information and Tightening Generalization Bounds
Bounding the generalization error of learning algorithms has a long history, which yet falls short in explaining various generalization successes including those of deep learning. Two important difficulties are (i) exploiting the dependencies between the h ...
NEURAL INFORMATION PROCESSING SYSTEMS (NIPS)2018Splitting the Smoothed Primal-Dual Gap: Optimal Alternating Direction Methods
We develop rigorous alternating direction optimization methods for a prototype constrained convex optimization template, which has broad applications in computational sciences. We build upon our earlier work on the model-based gap reduction (MGR) technique ...
Tech. Report. LIONS-EPFL (2015)2015Multiple phase derivative estimation using autoregressive modeling in holographic interferometry
Pramod Rastogi, Rishikesh Dilip Kulkarni
A novel technique is proposed for the direct and simultaneous estimation of multiple phase derivatives from a deformation modulated carrier fringe pattern in a multi-wave holographic interferometry set-up. The fringe intensity is represented as a spatially ...
Institute of Physics2015