1. Sheheryar Zaidi
I am a Research Scientist at Google DeepMind. Previously, I was a PhD student at the Department of Statistics of the University of Oxford.
Sheheryar Zaidi
2. Sheheryar Zaidi - Google Scholar
Research Scientist, Google DeepMind - Cited by 416 - Deep Learning - Machine Learning
Research Scientist, Google DeepMind - Cited by 456 - Deep Learning - Machine Learning
3. Shehryar Zaidi - Facebook
Shehryar Zaidi · Works at Pakistan International Airlines · Works at Showbiz Pakistan · Studied at Hailey College of Commerce, University of the Punjab, Lahore.
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4. Provably Strict Generalisation Benefit for Equivariant Models
This paper provides the first provably non-zero improvement in generalisation for invariant/equivariant models when the target distribution is invariant/ ...
It is widely believed that engineering a model to be invariant/equivariant improves generalisation. Despite the growing popularity of this approach, a precise characterisation of the generalisation...
5. Shehryar Zaidi - The Movie Database
He is famous for his role of Farooq in Sehra Main Safar, in which he has acted as the brother of Lubna Aslam, uncle of Ali Kazmi, father of Zarnish Khan.
He has appeared in a variety of television dramas and musical shows. He has worked with some big names of Pakistani industry. Mostly he has had roles where he has complex relationship with his children in these dramas. He has worked the most with Ismat Zaidi. He is famous for his role of Farooq in Sehra Main Safar, in which he has acted as the brother of Lubna Aslam, uncle of Ali Kazmi, father of Zarnish Khan.
6. Shehryar Zaidi - Facebook
Chief executive officer at Self-Employed. Chief Executive at Vintage Pharmaceuticals. Studied Msc Physics at University of the Punjab. Went to Crescent Model ...
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7. Sheheryar Zaidi - SlidesLive
Sheheryar Zaidi. 0 followers. Follow. Presentations 6 Events 5 Followers ... Provably Strict Generalisation Benefit for Equivariant Models. 05:14. Provably ...
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8. Provably Strict Generalisation Benefit for Equivariant Models - arXiv
Feb 20, 2021 · ... Models, by Bryn Elesedy and Sheheryar Zaidi. View PDF. Abstract:It is widely believed that engineering a model to be invariant/equivariant ...
It is widely believed that engineering a model to be invariant/equivariant improves generalisation. Despite the growing popularity of this approach, a precise characterisation of the generalisation benefit is lacking. By considering the simplest case of linear models, this paper provides the first provably non-zero improvement in generalisation for invariant/equivariant models when the target distribution is invariant/equivariant with respect to a compact group. Moreover, our work reveals an interesting relationship between generalisation, the number of training examples and properties of the group action. Our results rest on an observation of the structure of function spaces under averaging operators which, along with its consequences for feature averaging, may be of independent interest.
9. Friends, family remember singer Nayyara Noor - Newspaper - Dawn
Aug 31, 2022 · Nayyara's husband and actor Shehryar Zaidi said he, like a few other speakers, was finding it difficult to speak about his late wife. He ...
KARACHI: Emotional scenes were witnessed on Monday evening when members of the family and close friends of singer...
10. Sheheryar Zaidi - DBLP
Aug 5, 2024 · Sheheryar Zaidi. export bibliography. BibTeX · RIS · RDF N-Triples ... Provably Strict Generalisation Benefit for Equivariant Models. ICML ...
List of computer science publications by Sheheryar Zaidi
11. Spotlight 6 - Sheheryar Zaidi: When Does Re-initialization Work?
Sheheryar Zaidi. [ Abstract ]. Abstract: Re-initializing a neural network ... models on a variety of image classification benchmarks. We first establish ...
Abstract:
12. Shehryar Zaidi - Alchetron, The Free Social Encyclopedia
Nov 21, 2023 · Shehryar Zaidi is a Pakistani senior actor. He has appeared in a variety of television dramas and advertisements.
Shehryar Zaidi is a Pakistani senior actor. He has appeared in a variety of television dramas and advertisements. He has worked with some big names of Pakistani industry. Mostly he has a complex relationship with his children in his dramas. He has worked the most with Ismat Zaidi. He is famous for h
