Search Results for author: Daniel Israel

Found 2 papers, 2 papers with code

Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models

1 code implementation15 Apr 2024 Siyan Zhao, Daniel Israel, Guy Van Den Broeck, Aditya Grover

In this work, we highlight the following pitfall of prefilling: for batches containing high-varying prompt lengths, significant computation is wasted by the standard practice of padding sequences to the maximum length.

High Dimensional Causal Inference with Variational Backdoor Adjustment

1 code implementation9 Oct 2023 Daniel Israel, Aditya Grover, Guy Van Den Broeck

For example, in medical settings, backdoor adjustment can be used to control for confounding and estimate the effectiveness of a treatment.

Causal Inference Variational Inference

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