Generating image features based on robust feature-learning

Z Lin, S Xiaohui, J Brandt, J Zhang - US Patent 9,830,526, 2017 - Google Patents
Techniques for increasing robustness of a convolutional neural network based on training
that uses multiple datasets and multiple tasks are described. For example, a computer …

Version control for asynchronous distributed machine learning

X Miao, Y Zhou, JD Young, L Tang… - US Patent 10,380,500, 2019 - Google Patents
A system and method for managing asynchronously receiving updates and merging updates
into global versions of a statistical model using version control are disclosed. During …

Targeted marketing using dynamically varied recommendations

A Dhawan, V Sharma, A Duggal, S Soni - US Patent 10,528,980, 2020 - Google Patents
Techniques are disclosed for presenting recommended mar keting content that can be
dynamically varied (eg, in real time or near-real time) based on the particular content of a …

Regularized model adaptation for in-session recommendations

X Miao, Y Zhou, JD Young, L Tang… - US Patent 10,586,167, 2020 - Google Patents
The disclosed embodiments provide a method and system for performing regularized model
adaptation for in-session recommendations. During operation, the system obtains, from a …

Dynamic role-based view definitions in a repository system

R Radhakrishnan, D Keyes - US Patent 9,544,198, 2017 - Google Patents
The present disclosure relates generally to techniques for displaying information in a
repository system. In certain embodiments, techniques are described for dynamically …

Joint modeling of user and content feature vector data based on third party source data

AD Yates, KD Runke, G Singh - US Patent 10,282,792, 2019 - Google Patents
An online system receives third party source data from a third party system including content
feature vector entries and user feature vector entries, each content feature vector entry …

Extracting behaviors and suggesting behaviors to achieve a desired credit score

S Szollar - US Patent 10,803,517, 2020 - Google Patents
Abstract System and methods for extracting behaviors and suggesting behaviors to achieve
a desired credit score may include receiving, via a network, account data including …

Generating image features based on robust feature-learning

Z Lin, S Xiaohui, J Brandt, J Zhang - US Patent 9,990,558, 2018 - Google Patents
Techniques for increasing robustness of a convolutional neural network based on training
that uses multiple datasets and multiple tasks are described. For example, a computer …

Scalable response prediction using personalized recommendation models

XX Zhang, Y Zhou, Y Ma, BC Chen, L Zhang… - US Patent …, 2018 - Google Patents
The disclosed embodiments provide a system for processing data. During operation, the
system obtains a global version of a statistical model and a user-specific version of the …

Method and system for ranking content items based on user engagement signals

X Yi, L Hong, SHI Yue, S Rajan, A Glass… - US Patent App. 15 …, 2018 - Google Patents
The present teaching relates to method, system, and programs for training a ranking model
for ranking content items. In one example, a set of content items is obtained. A plurality types …