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cs.LG2021★ 13 cited
When are Deep Networks really better than Decision Forests at small sample sizes, and how?
Haoyin Xu, Kaleab A. Kinfu, Will LeVine +9
Deep networks and decision forests (such as random forests and gradient boosted trees) are the leading machine learning methods for structured and tabular data, respectively. Many…
cs.LG2019
Location Forensics of Media Recordings Utilizing Cascaded SVM and Pole-matching Classifiers
Jayanta Dey, Mohammad Ariful Haque
Information regarding the location of power distribution grid can be extracted from the power signature embedded in the multimedia signals (e.g., audio, video data) recorded near e…