Self-supervised Learning for Large-scale Item Recommendations

Tiansheng Yao, Xinyang Yi, Derek Zhiyuan Cheng, +8

EngineeringMachine LearningText MiningWord EmbeddingsNatural Language Processing +16

cpSGD: Communication-efficient and differentially-private distributed SGD

Naman Agarwal, Ananda Theertha Suresh, Felix Yu, +2

arXiv (Cornell University)

EngineeringMachine LearningInformation SecurityFederated StructureData Science +14

cpSGD: communication-efficient and differentially-private distributed SGD

Naman Agarwal, Ananda Theertha Suresh, Felix Yu, +2

Neural Information Processing Systems

Secure Multi-party ComputationPrivacy ProtectionEngineeringMachine LearningDecentralized Privacy +13

Circulant Binary Embedding

Felix Yu, Sanjiv Kumar, Yunchao Gong, +1

arXiv (Cornell University)

EngineeringMachine LearningGeometryComputational ComplexityCirculant Binary Embedding +14

Assessment of Automated Identification of Phases in Videos of Cataract Surgery Using Machine Learning and Deep Learning Techniques

Felix Yu, Gianluca Silva Croso, Tae Soo Kim, +7

JAMA Network Open

FedDM: Iterative Distribution Matching for Communication-Efficient Federated Learning

Yuanhao Xiong, Ruochen Wang, Minhao Cheng, +2

Artificial IntelligenceEngineeringMachine LearningData ScienceLoss Landscape +13

Hyperparameter optimization in black-box image processing using differentiable proxies

Ethan Tseng, Felix Yu, Yuting Yang, +5

ACM Transactions on Graphics

Convolutional Neural NetworkEngineeringMachine LearningModel TuningEvaluation Metrics +17

Beyond the Standard Model Physics at the HL-LHC and HE-LHC

X. Cid Vidal, M. D’Onofrio, Patrick J. Fox, +284

arXiv (Cornell University)

New PhysicsEngineeringCollider PhysicPhysicsTheoretical High-energy Physic +9

Modifying Memories in Transformer Models

Chen Zhu, Ankit Singh Rawat, Manzil Zaheer, +4

arXiv (Cornell University)

Llm Fine-tuningEngineeringMachine LearningComputer ArchitectureMultilingual Pretraining +20

Lattice rescoring strategies for long short term memory language models in speech recognition

Shankar Kumar, Michael Nirschl, Daniel Holtmann-Rice, +3

2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)

EngineeringMachine LearningN-gram LmsSpoken Language ProcessingLarge Language Model +16