公开(公告)号：US20250156715A1

公开(公告)日：2025-05-15

申请号：US18839379

申请日：2022-12-27

Applicant: Google LLC

Inventor： Da Huang ,  Chengrun Yang ,  Pieter-Jan Kindermans ,  Hanxiao Liu ,  Quoc V. Le ,  Madeleine Richards Udell ,  Yifeng Lu ,  Gabriel Mintzer Bender

IPC: G06N3/082

Abstract: Provided are neural architecture search techniques that have improved computational efficiency via performance of an initial constraint evaluation and improved gradient update approach. Further, the proposed approaches provide significant improvements for certain modalities of input data, such as tabular datasets.

公开(公告)号：US20220405579A1

公开(公告)日：2022-12-22

申请号：US17613773

申请日：2021-03-03

Applicant: Google LLC

Inventor： Jiahui Yu ,  Pengchong Jin ,  Hanxiao Liu ,  Gabriel Mintzer Bender ,  Pieter-Jan Kindermans ,  Mingxing Tan ,  Xiaodan Song ,  Ruoming Pang ,  Quoc V. Le

IPC: G06N3/08

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for selecting a neural network to perform a particular machine learning task while satisfying a set of constraints.