Avinava Dubey
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
18
Venues
10
Active years
2009–2024
Best venue rank
A*
Where they publish
Papers
18 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | EMNLP | Conditional Language Policy: A General Framework For Steerable Multi-Objective Finetuning. | Kaiwen Wang, Rahul Kidambi, Ryan Sullivan, Alekh Agarwal, Christoph Dann, Andrea Michi, Marco Gelmi, Yunxuan Li, Raghav Gupta, Avinava Dubey, Alexandre Ram, Johan Ferret, Geoffrey Cideron, Le Hou, Hongkun Yu, Amr Ahmed, Aranyak Mehta, Lonard Hussenot, Olivier Bachem, Edouard Leurent |
| 2024 | ICRA | SARA-RT: Scaling up Robotics Transformers with Self-Adaptive Robust Attention. | Isabel Leal, Krzysztof Choromanski, Deepali Jain, Avinava Dubey, Jake Varley, Michael S. Ryoo, Yao Lu, Frederick Liu, Vikas Sindhwani, Quan Vuong, Tams Sarls, Ken Oslund, Karol Hausman, Kanishka Rao |
| 2024 | IROS | Embodied AI with Two Arms: Zero-shot Learning, Safety and Modularity. | Jake Varley, Sumeet Singh, Deepali Jain, Krzysztof Choromanski, Andy Zeng, Somnath Basu Roy Chowdhury, Avinava Dubey, Vikas Sindhwani |
| 2024 | KDD | Auctions with LLM Summaries. | Avinava Dubey, Zhe Feng, Rahul Kidambi, Aranyak Mehta, Di Wang |
| 2023 | EMNLP | Unsupervised Opinion Summarization Using Approximate Geodesics. | Somnath Basu Roy Chowdhury, Nicholas Monath, Avinava Dubey, Amr Ahmed, Snigdha Chaturvedi |
| 2021 | UAI | Exact and approximate hierarchical clustering using A. | Craig S. Greenberg, Sebastian Macaluso, Nicholas Monath, Avinava Dubey, Patrick Flaherty, Manzil Zaheer, Amr Ahmed, Kyle Cranmer, Andrew McCallum |
| 2018 | ICML | Transformation Autoregressive Networks. | Junier B. Oliva, Avinava Dubey, Manzil Zaheer, Barnabs Pczos, Ruslan Salakhutdinov, Eric P. Xing, Jeff Schneider |
| 2017 | EMNLP | From Textbooks to Knowledge: A Case Study in Harvesting Axiomatic Knowledge from Textbooks to Solve Geometry Problems. | Mrinmaya Sachan, Avinava Dubey, Eric P. Xing |
| 2016 | AISTATS | Bayesian Nonparametric Kernel-Learning. | Junier B. Oliva, Avinava Dubey, Andrew Gordon Wilson, Barnabs Pczos, Jeff G. Schneider, Eric P. Xing |
| 2016 | ICML | Estimating Accuracy from Unlabeled Data: A Bayesian Approach. | Emmanouil Antonios Platanios, Avinava Dubey, Tom M. Mitchell |
| 2015 | ICML | Large-scale Distributed Dependent Nonparametric Trees. | Zhiting Hu, Qirong Ho, Avinava Dubey, Eric P. Xing |
| 2015 | UAI | Large-scale randomized-coordinate descent methods with non-separable linear constraints. | Sashank J. Reddi, Ahmed Hefny, Carlton Downey, Avinava Dubey, Suvrit Sra |
| 2014 | WSDM | Spatial compactness meets topical consistency: jointly modeling links and content for community detection. | Mrinmaya Sachan, Avinava Dubey, Shashank Srivastava, Eric P. Xing, Eduard H. Hovy |
| 2013 | ICML | Parallel Markov Chain Monte Carlo for Nonparametric Mixture Models. | Sinead Williamson, Avinava Dubey, Eric P. Xing |
| 2013 | SDM | A Nonparametric Mixture Model for Topic Modeling over Time. | Avinava Dubey, Ahmed Hefny, Sinead Williamson, Eric P. Xing |
| 2011 | ICDM | Learning Dirichlet Processes from Partially Observed Groups. | Avinava Dubey, Indrajit Bhattacharya, Mrinal Kanti Das, Tanveer A. Faruquie, Chiranjib Bhattacharyya |
| 2011 | KDD | Diversity in ranking via resistive graph centers. | Avinava Dubey, Soumen Chakrabarti, Chiranjib Bhattacharyya |
| 2009 | ICDM | Conditional Models for Non-smooth Ranking Loss Functions. | Avinava Dubey, Jinesh Machchhar, Chiranjib Bhattacharyya, Soumen Chakrabarti |