Gaurav Malhotra

According to our database, Gaurav Malhotra authored at least 19 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

On the importance of severely testing deep learning models of cognition.

Jeffrey S. Bowers, Gaurav Malhotra, Federico Adolfi, Marin Dujmovic, Milton Llera Montero, Valerio Biscione, Guillermo Puebla, John E. Hummel, Rachel Heaton

Cogn. Syst. Res., December, 2023

The role of capacity constraints in Convolutional Neural Networks for learning random versus natural data.

Christian Tsvetkov, Gaurav Malhotra, Benjamin D. Evans, Jeffrey S. Bowers

Neural Networks, April, 2023

Microsoft Purview: A System for Central Governance of Data.

Shafi Ahmad, Dillidorai Arumugam, Srdan Bozovic, Elnata Degefa, Sailesh Duvvuri, Steven Gott, Nitish Gupta, Joachim Hammer, Nivedita Kaluskar, Raghav Kaushik, Rakesh Khanduja, Prasad Mujumdar, Gaurav Malhotra, Pankaj Naik, Nikolas Ogg, Krishna Kumar Parthasarthy, Raghu Ramakrishnan, Vlad Rodriguez, Rahul Sharma, Jakub Szymaszek, Andreas Wolter

Proc. VLDB Endow., 2023

2022

Feature blindness: A challenge for understanding and modelling visual object recognition.

Gaurav Malhotra, Marin Dujmovic, Jeffrey S. Bowers

PLoS Comput. Biol., 2022

Biological convolutions improve DNN robustness to noise and generalisation.

Benjamin D. Evans, Gaurav Malhotra, Jeffrey S. Bowers

Neural Networks, 2022

A 5.2 Gb/s Receiver for Next-Generation 8K Displays in 180 nm CMOS Process.

Tianyu Wang, Da Wei, Ranick Ng, Gaurav Malhotra, Anup P. Jose, Amir Amirkhany, Pavan Kumar Hanumolu

IEEE J. Solid State Circuits, 2022

Lost in Latent Space: Disentangled Models and the Challenge of Combinatorial Generalisation.

Milton Llera Montero, Jeffrey S. Bowers, Rui Ponte Costa, Casimir J. H. Ludwig, Gaurav Malhotra

CoRR, 2022

Lost in Latent Space: Examining failures of disentangled models at combinatorial generalisation.

Milton Llera Montero, Jeffrey S. Bowers, Rui Ponte Costa, Casimir J. H. Ludwig, Gaurav Malhotra

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Auto-Tag: Tagging-Data-By-Example in Data Lakes.

Yeye He, Jie Song, Yue Wang, Surajit Chaudhuri, Vishal Anil, Blake Lassiter, Yaron Goland, Gaurav Malhotra

CoRR, 2021

The role of Disentanglement in Generalisation.

Milton Llera Montero, Casimir J. H. Ludwig, Rui Ponte Costa, Gaurav Malhotra, Jeffrey S. Bowers

Proceedings of the 9th International Conference on Learning Representations, 2021

Baud rate pattern-adaptable dual loop clock recovery for high speed serial links.

Gaurav Malhotra, Jalil Kamali, Amir Amirkhany

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

Adding biological constraints to deep neural networks reduces their capacity to learn unstructured data.

Christian Tsvetkov, Gaurav Malhotra, Benjamin Evans, Jeffrey S. Bowers

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

2019

Symbol spaced clock recovery for high speed links.

Gaurav Malhotra, Jalil Kamali

Proceedings of the 13th International Conference on Signal Processing and Communication Systems, 2019

The contrasting roles of shape in human vision and convolutional neural networks.

Gaurav Malhotra, Jeffrey S. Bowers

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2017

Fast Dynamic Graph Algorithms.

Gaurav Malhotra, Hitish Chappidi, Rupesh Nasre

Proceedings of the Languages and Compilers for Parallel Computing, 2017

2016

23.3 A 6Gb/s 3-tap FFE transmitter and 5-tap DFE receiver in 65nm/0.18µm CMOS for next-generation 8K displays.

Mohammad Hekmat, Sanquan Song, Nancy Jaffari, Sabarish Sankaranarayanan, Chaofeng Huang, Minghui Han, Gaurav Malhotra, Jalil Kamali, Amir Amirkhany, Wei Xiong

Proceedings of the 2016 IEEE International Solid-State Circuits Conference, 2016

2015

BER analysis of high speed links with nonlinearity.

Gaurav Malhotra, Jalil Kamali

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2004

Joint MIMO equalization and decoding for 10GBASE-T transmission.

Gaurav Malhotra, Jun Ho Jeong, Mohsen Kavehrad

Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

2003

10 Gbps transmission over standard category-5 copper cable.

Mohsen Kavehrad, John F. Doherty, Jun Ho Jeong, Arnab Roy, Gaurav Malhotra

Proceedings of the Global Telecommunications Conference, 2003