# Ameet Talwalkar ## 定義 Ameet Talwalkar は [[Toto]] 論文の著者の一人で、連絡先著者(@datadoghq.com)。[[Carnegie Mellon University]] と [[Datadog]] AI Research の双方に関与する。([[@2025__NeurIPS2025__This Time is Different - An Observability Perspective on Time Series Foundation Models]]) ## 役割・位置づけ - Toto 論文では著者リスト末尾の senior author 群に位置し、CMU を兼ねるメンバー([[Stephan Xie]] ら)と Datadog をつなぐ。 - [[@2026__arXiv__ARFBench - Benchmarking Time Series Question Answering Ability for Software Incident Response]] の senior author でもあり、CMU の筆頭 [[Stephan Xie]] と Datadog AI Research を再びつなぐ。連絡先著者の一人([email protected])。 Toto 2.0([[@2026__Datadog__Toto-2.0-Time-Series-Forecasting-Enters-the-Scaling-Era]])でも著者として参加し、4M〜2.5B パラメータの 5 サイズ family と [[Contiguous Patch Masking]] / [[u-μP]] の技術革新を発表した。 ## 関連 - エンティティ: [[Carnegie Mellon University]] / [[Datadog]] / [[Toto]] / [[Stephan Xie]] / [[ARFBench]] / [[Emaad Khwaja]] / [[Gerald Woo]] / [[Chris Lettieri]] / [[David Asker]] - ソース: [[@2025__NeurIPS2025__This Time is Different - An Observability Perspective on Time Series Foundation Models]] / [[@2026__arXiv__ARFBench - Benchmarking Time Series Question Answering Ability for Software Incident Response]] / [[@2026__Datadog__Toto-2.0-Time-Series-Forecasting-Enters-the-Scaling-Era]] ## 出典 - [[@2025__NeurIPS2025__This Time is Different - An Observability Perspective on Time Series Foundation Models]] - [[@2026__arXiv__ARFBench - Benchmarking Time Series Question Answering Ability for Software Incident Response]] - [[@2026__Datadog__Toto-2.0-Time-Series-Forecasting-Enters-the-Scaling-Era]]