Pranav Ajit Nair

14 papers A* 3B 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Anytime Pretraining: Horizon-Free Learning-Rate Schedules with Weight Averaging.
CoRR
Alexandru Meterez, Pranav Ajit Nair, Depen Morwani, Cengiz Pehlevan, Sham M. Kakade
2025 A* conf
Matryoshka Quantization.
ICML
Pranav Ajit Nair, Puranjay Datta, Jeff Dean, Prateek Jain, Aditya Kusupati
2025 J jnl
Matryoshka Quantization.
CoRR
Pranav Ajit Nair, Puranjay Datta, Jeff Dean, Prateek Jain, Aditya Kusupati
2024 J jnl
CDQuant: Accurate Post-training Weight Quantization of Large Pre-trained Models using Greedy Coordinate Descent.
CoRR
Pranav Ajit Nair, Arun Sai Suggala
2024 A* conf
Tandem Transformers for Inference Efficient LLMs.
ICML
Aishwarya P. S., Pranav Ajit Nair, Yashas Samaga, Toby Boyd, Sanjiv Kumar, Prateek Jain, Praneeth Netrapalli
2024 J jnl
Tandem Transformers for Inference Efficient LLMs.
CoRR
Aishwarya P. S., Pranav Ajit Nair, Yashas Samaga, Toby Boyd, Sanjiv Kumar, Prateek Jain, Praneeth Netrapalli
2023 — conf
Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization.
ACL (Findings)
Pranav Ajit Nair, Sukomal Pal, Pradeepika Verma
2023 J jnl
Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization.
CoRR
Pranav Ajit Nair, Sukomal Pal, Pradeepika Verma
2023 B conf
GETT-QA: Graph Embedding Based T2T Transformer for Knowledge Graph Question Answering.
ESWC
Debayan Banerjee, Pranav Ajit Nair, Ricardo Usbeck, Chris Biemann
2023 J jnl
GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question Answering.
CoRR
Debayan Banerjee, Pranav Ajit Nair, Ricardo Usbeck, Chris Biemann
2023 — conf
The Role of Output Vocabulary in T2T LMs for SPARQL Semantic Parsing.
ACL (Findings)
Debayan Banerjee, Pranav Ajit Nair, Ricardo Usbeck, Chris Biemann
2023 J jnl
The Role of Output Vocabulary in T2T LMs for SPARQL Semantic Parsing.
CoRR
Debayan Banerjee, Pranav Ajit Nair, Ricardo Usbeck, Chris Biemann
2022 A* conf
Modern Baselines for SPARQL Semantic Parsing.
SIGIR
Debayan Banerjee, Pranav Ajit Nair, Jivat Neet Kaur, Ricardo Usbeck, Chris Biemann
2022 J jnl
Modern Baselines for SPARQL Semantic Parsing.
CoRR
Debayan Banerjee, Pranav Ajit Nair, Jivat Neet Kaur, Ricardo Usbeck, Chris Biemann