Shamir, Gil I.
- On the Factory Floor: ML Engineering for Industrial-Scale Ads Recommendation Models
2022/09/12 by Rohan Anil, Sandra Clara Gadanho, Anil, Rohan +21 · 5 citations
Business, Management and Accounting · Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Online Learning and Analytics
- Reproducibility in Optimization: Theoretical Framework and Limits
2022/02/09 by Kwangjun Ahn, Prateek Jain, Ahn, Kwangjun +9 · 4 citations
Computer Science · Engineering · Decision Sciences · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Advanced Bandit Algorithms Research
- Smooth activations and reproducibility in deep networks
2020/10/20 by Shamir, Gil I., Lin, Dong, Coviello, Lorenzo · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
- Real World Large Scale Recommendation Systems Reproducibility and Smooth Activations
2022/02/14 by Shamir, Gil I., Lin, Dong · 1 citation
#FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)