45 citations · 77 across the 4 of their papers we have counts for
4 papers
Design Once, Deploy at Scale: Template-Driven ML Development for Large Model Ecosystems
Jiang Liu, John Martabano Landy, Yao Xuan +14
Modern computational advertising platforms typically rely on recommendation systems to predict user responses, such as click-through rates, conversion rates, and other optimization…
Extending Context Window of Large Language Models via Positional Interpolation
Shouyuan Chen, Sherman Wong, Liangjian Chen +1
We present Position Interpolation (PI) that extends the context window sizes of RoPE-based pretrained LLMs such as LLaMA models to up to 32768 with minimal fine-tuning (within 1000…
Concise Summarization of Heterogeneous Treatment Effect Using Total Variation Regularized Regression
Alex Deng, Pengchuan Zhang, Shouyuan Chen +2
Randomized controlled experiment has long been accepted as the golden standard for establishing causal link and estimating causal effect in various scientific fields. Average treat…
Continuous Monitoring of A/B Tests without Pain: Optional Stopping in Bayesian Testing
Alex Deng, Jiannan Lu, Shouyuan Chen
A/B testing is one of the most successful applications of statistical theory in modern Internet age. One problem of Null Hypothesis Statistical Testing (NHST), the backbone of A/B…