7 citations · 13 across the 6 of their papers we have counts for
6 papers
A Pinch of SFT, A Dash of RL: When Reinforcement Learning Helps Long-Horizon Advertising Agents
Aakash Kolekar, Sahika Genc, Bunyamin Sisman +6
Enterprise analytics agents solve long-horizon tool-use problems over distributed business data, requiring retrieval, reasoning, API calls, code execution, and adaptation to interm…
CRAFT: Learn the Schema, Execute the Plan
Aakash Kolekar, Sahika Genc, Shahriar Shariat +10
Enterprise coding agents translate natural-language analytical requests into executable code over proprietary APIs, schemas, and metric definitions. Yet the prevailing deployment p…
Towards Data Quality Assessment in Online Advertising
Sahin Cem Geyik, Jianqiang Shen, Shahriar Shariat +2
In online advertising, our aim is to match the advertisers with the most relevant users to optimize the campaign performance. In the pursuit of achieving this goal, multiple data s…
Robust Time-Series Retrieval Using Probabilistic Adaptive Segmental Alignment
Shahriar Shariat, Vladimir Pavlovic
Traditional pairwise sequence alignment is based on matching individual samples from two sequences, under time monotonicity constraints. However, in many application settings match…
Finding Needle in a Million Metrics: Anomaly Detection in a Large-scale Computational Advertising Platform
Bowen Zhou, Shahriar Shariat
Online media offers opportunities to marketers to deliver brand messages to a large audience. Advertising technology platforms enables the advertisers to find the proper group of a…
Online Model Evaluation in a Large-Scale Computational Advertising Platform
Shahriar Shariat, Burkay Orten, Ali Dasdan
Online media provides opportunities for marketers through which they can deliver effective brand messages to a wide range of audiences. Advertising technology platforms enable adve…