Sequential Multilinear Subspace Based Event Detection in Large Video Data Sequences. - Bharat Venkitesh; Pavan Kumar Reddy K; M. Girish Chandra (HiPC Workshops, 2015)

Fully Quantizing a Simplified Transformer for End-to-end Speech Recognition. - Alex Bie; Bharat Venkitesh; Joao Monteiro; Md. Akmal Haidar; Mehdi Rezagholizadeh (CoRR, 2019)

Smart Roaming: How Operator Cooperation Can Increase Spectrum Usage Efficiency at Practically No Cost. - Bharat Venkitesh; Catherine Rosenberg (IEEE Trans. Netw. Serv. Manag., 2019)

Predicting Twitter Engagement With Deep Language Models. - Maksims Volkovs; Zhaoyue Cheng; Mathieu Ravaut; Hojin Yang; Kevin Shen; Jin Peng Zhou; Anson Wong; Saba Zuberi; Ivan Zhang; Nick Frosst; Helen Ngo; Carol Chen; et al. (RecSys Challenge, 2020)

Exploring Low Rank Training of Deep Neural Networks. - Siddhartha Rao Kamalakara; Acyr Locatelli; Bharat Venkitesh; Jimmy Ba; Yarin Gal; Aidan N. Gomez (CoRR, 2022)

Intriguing Properties of Quantization at Scale. - Arash Ahmadian; Saurabh Dash; Hongyu Chen 008; Bharat Venkitesh; Stephen Zhen Gou; Phil Blunsom; Ahmet Üstün; Sara Hooker (NeurIPS, 2023)

Intriguing Properties of Quantization at Scale. - Arash Ahmadian; Saurabh Dash; Hongyu Chen 008; Bharat Venkitesh; Stephen Gou; Phil Blunsom; Ahmet Üstün; Sara Hooker (CoRR, 2023)

SnapKV: LLM Knows What You are Looking for Before Generation. - Yuhong Li; Yingbing Huang; Bowen Yang; Bharat Venkitesh; Acyr Locatelli; Hanchen Ye; Tianle Cai; Patrick Lewis 002; Deming Chen (NeurIPS, 2024)

BAM! Just Like That: Simple and Efficient Parameter Upcycling for Mixture of Experts. - Qizhen (Irene) Zhang; Nikolas Gritsch; Dwaraknath Gnaneshwar; Simon Guo 003; David Cairuz; Bharat Venkitesh; Jakob N. Foerster; Phil Blunsom; Sebastian Ruder; Ahmet Üstün; Acyr Locatelli (NeurIPS, 2024)

Aya 23: Open Weight Releases to Further Multilingual Progress. - Viraat Aryabumi; John Dang; Dwarak Talupuru; Saurabh Dash; David Cairuz; Hangyu Lin; Bharat Venkitesh; Madeline Smith; Jon Ander Campos; Yi Chern Tan; Kelly Marchisio; Max Bartolo; et al. (CoRR, 2024)

Aya Expanse: Combining Research Breakthroughs for a New Multilingual Frontier. - John Dang; Shivalika Singh; Daniel D'souza; Arash Ahmadian; Alejandro Salamanca; Madeline Smith; Aidan Peppin; Sungjin Hong; Manoj Govindassamy; Terrence Zhao; Sandra Kublik; Meor Amer; et al. (CoRR, 2024)

Rope to Nope and Back Again: A New Hybrid Attention Strategy. - Bowen Yang; Bharat Venkitesh; Dwarak Talupuru; Hangyu Lin; David Cairuz; Phil Blunsom; Acyr Locatelli (CoRR, 2025)

Aya Vision: Advancing the Frontier of Multilingual Multimodality. - Saurabh Dash; Yiyang Nan; John Dang; Arash Ahmadian; Shivalika Singh; Madeline Smith; Bharat Venkitesh; Vlad Shmyhlo; Viraat Aryabumi; Walter Beller-Morales; Jeremy Pekmez; Jason Ozuzu; et al. (CoRR, 2025)