Siddhartha Brahma

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 28

Top Topics

Rigid And Non Rigid

Inductive Logic Programming

Unsupervised Learning

Top Venues

IEEE Trans. Inf. Theory

Publications

Joshua Ainslie, Tao Lei, Michiel de Jong, Santiago Ontañón, Siddhartha Brahma, Yury Zemlyanskiy, David C. Uthus, Mandy Guo, James Lee-Thorp, Yi Tay, Yun-Hsuan Sung, Sumit Sanghai
CoLT5: Faster Long-Range Transformers with Conditional Computation. EMNLP (2023)
Jeffrey Zhou, Tianjian Lu, Swaroop Mishra, Siddhartha Brahma, Sujoy Basu, Yi Luan, Denny Zhou, Le Hou
Instruction-Following Evaluation for Large Language Models. CoRR (2023)
Tao Lei, Junwen Bai, Siddhartha Brahma, Joshua Ainslie, Kenton Lee, Yanqi Zhou, Nan Du, Vincent Y. Zhao, Yuexin Wu, Bo Li, Yu Zhang, Ming-Wei Chang
Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference. CoRR (2023)
Tao Lei, Junwen Bai, Siddhartha Brahma, Joshua Ainslie, Kenton Lee, Yanqi Zhou, Nan Du, Vincent Y. Zhao, Yuexin Wu, Bo Li, Yu Zhang, Ming-Wei Chang
Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference. NeurIPS (2023)
Rohan Anil, Andrew M. Dai, Orhan Firat, Melvin Johnson, Dmitry Lepikhin, Alexandre Passos, Siamak Shakeri, Emanuel Taropa, Paige Bailey, Zhifeng Chen, Eric Chu, Jonathan H. Clark, Laurent El Shafey, Yanping Huang, Kathy Meier-Hellstern, Gaurav Mishra, Erica Moreira, Mark Omernick, Kevin Robinson, Sebastian Ruder, Yi Tay, Kefan Xiao, Yuanzhong Xu, Yujing Zhang, Gustavo Hernández Ábrego, Junwhan Ahn, Jacob Austin, Paul Barham, Jan A. Botha, James Bradbury, Siddhartha Brahma, Kevin Brooks, Michele Catasta, Yong Cheng, Colin Cherry, Christopher A. Choquette-Choo, Aakanksha Chowdhery, Clément Crepy, Shachi Dave, Mostafa Dehghani, Sunipa Dev, Jacob Devlin, Mark Díaz, Nan Du, Ethan Dyer, Vladimir Feinberg, Fangxiaoyu Feng, Vlad Fienber, Markus Freitag, Xavier Garcia, Sebastian Gehrmann, Lucas Gonzalez, et al.
PaLM 2 Technical Report. CoRR (2023)
Joshua Ainslie, Tao Lei, Michiel de Jong, Santiago Ontañón, Siddhartha Brahma, Yury Zemlyanskiy, David C. Uthus, Mandy Guo, James Lee-Thorp, Yi Tay, Yun-Hsuan Sung, Sumit Sanghai
CoLT5: Faster Long-Range Transformers with Conditional Computation. CoRR (2023)
Hyung Won Chung, Le Hou, Shayne Longpre, Barret Zoph, Yi Tay, William Fedus, Eric Li, Xuezhi Wang, Mostafa Dehghani, Siddhartha Brahma, Albert Webson, Shixiang Shane Gu, Zhuyun Dai, Mirac Suzgun, Xinyun Chen, Aakanksha Chowdhery, Sharan Narang, Gaurav Mishra, Adams Yu, Vincent Y. Zhao, Yanping Huang, Andrew M. Dai, Hongkun Yu, Slav Petrov, Ed H. Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V. Le, Jason Wei
Scaling Instruction-Finetuned Language Models. CoRR (2022)
Siddhartha Brahma, Polina Zablotskaia, David Mimno
Breaking BERT: Evaluating and Optimizing Sparsified Attention. CoRR (2022)
Yujie Qian, Jinhyuk Lee, Sai Meher Karthik Duddu, Zhuyun Dai, Siddhartha Brahma, Iftekhar Naim, Tao Lei, Vincent Y. Zhao
Multi-Vector Retrieval as Sparse Alignment. CoRR (2022)
Ishan Jindal, Yunyao Li, Siddhartha Brahma, Huaiyu Zhu
CLAR: A Cross-Lingual Argument Regularizer for Semantic Role Labeling. CoRR (2020)
Prithviraj Sen, Marina Danilevsky, Yunyao Li, Siddhartha Brahma, Matthias Boehm, Laura Chiticariu, Rajasekar Krishnamurthy
Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification. EMNLP (1) (2020)
Li Zhang, Huaiyu Zhu, Siddhartha Brahma, Yunyao Li
Small but Mighty: New Benchmarks for Split and Rephrase. EMNLP (1) (2020)
Ishan Jindal, Yunyao Li, Siddhartha Brahma, Huaiyu Zhu
CLAR: A Cross-Lingual Argument Regularizer for Semantic Role Labeling. EMNLP (Findings) (2020)
Li Zhang, Huaiyu Zhu, Siddhartha Brahma, Yunyao Li
Small but Mighty: New Benchmarks for Split and Rephrase. CoRR (2020)
Ishan Jindal, Ranit Aharonov, Siddhartha Brahma, Huaiyu Zhu, Yunyao Li
Improved Semantic Role Labeling using Parameterized Neighborhood Memory Adaptation. CoRR (2020)
Siddhartha Brahma
Improved Language Modeling by Decoding the Past. ACL (1) (2019)
Rajmohan C, Pranay Lohia, Himanshu Gupta, Siddhartha Brahma, Mauricio A. Hernández, Sameep Mehta
On Efficiently Processing Workflow Provenance Queries in Spark. ICDCS (2019)
Siddhartha Brahma
SufiSent - Universal Sentence Representations Using Suffix Encodings. CoRR (2018)
Siddhartha Brahma
Improved Language Modeling by Decoding the Past. CoRR (2018)
Siddhartha Brahma
REGMAPR - Text Matching Made Easy CoRR (2018)
Siddhartha Brahma
Suffix Bidirectional Long Short-Term Memory. CoRR (2018)
Siddhartha Brahma
Unsupervised Learning of Sentence Representations Using Sequence Consistency. CoRR (2018)
Rajmohan C, Pranay Lohia, Himanshu Gupta, Siddhartha Brahma, Mauricio A. Hernández, Sameep Mehta
Efficiently Processing Workflow Provenance Queries on SPARK. CoRR (2018)
Siddhartha Brahma
On the scaling of polynomial features for representation matching. CoRR (2018)
Siddhartha Brahma
SufiSent - Universal Sentence Representations Using Suffix Encodings. ICLR (Workshop) (2018)
Ayan Sengupta, Yahya H. Ezzeldin, Siddhartha Brahma, Christina Fragouli, Suhas N. Diggavi
Consistency in the face of change: an adaptive approach to physical layer cooperation. CoRR (2016)
Siddhartha Brahma, Christina Fragouli, Ayfer Özgür
On the Complexity of Scheduling in Half-Duplex Diamond Networks. IEEE Trans. Inf. Theory 62 (5) (2016)
Siddhartha Brahma, Hugues Mercier
Reliability-bandwidth tradeoffs for distributed storage allocations. ISIT (2016)
Siddhartha Brahma, Christina Fragouli
Pliable Index Coding. IEEE Trans. Inf. Theory 61 (11) (2015)
Siddhartha Brahma, Christina Fragouli
A simple relaying strategy for diamond networks. ISIT (2014)
Siddhartha Brahma, Melissa Duarte, Ayan Sengupta, I-Hsiang Wang, Christina Fragouli, Suhas N. Diggavi
QUILT: A Decode/Quantize-Interleave-Transmit approach to cooperative relaying. INFOCOM (2014)
Siddhartha Brahma, Christina Fragouli
Structure of optimal schedules in diamond networks. ISIT (2014)
Siddhartha Brahma, Ayan Sengupta, Christina Fragouli
Efficient subnetwork selection in relay networks. ISIT (2014)
Siddhartha Brahma, Ayan Sengupta, Christina Fragouli
Switched local schedules for diamond networks. ITW (2014)
Siddhartha Brahma, Christina Fragouli
Pliable Index Coding: The multiple requests case. ISIT (2013)
Siddhartha Brahma, Christina Fragouli, Ayfer Özgür
On the structure of approximately optimal schedules for half-duplex diamond networks. Allerton (2013)
Melissa Duarte, Ayan Sengupta, Siddhartha Brahma, Christina Fragouli, Suhas N. Diggavi
Quantize-map-forward (QMF) relaying: an experimental study. MobiHoc (2013)
Siddhartha Brahma, Ayfer Özgür, Christina Fragouli
Simple schedules for half-duplex networks. ISIT (2012)
Siddhartha Brahma, Christina Fragouli
Pliable index coding. ISIT (2012)
Ayan Sengupta, Siddhartha Brahma, Ayfer Özgür, Christina Fragouli, Suhas N. Diggavi
Graph-based codes for Quantize-Map-and-Forward relaying. ITW (2011)
Anjan Sarkar, Anjan Banerjee, Nilanjan Banerjee, Siddhartha Brahma, B. Kartikeyan, Manab Chakraborty, Kantilal L. Majumder
Landcover classification in MRF context using Dempster-Shafer fusion for multisensor imagery. IEEE Trans. Image Process. 14 (5) (2005)
Siddhartha Brahma, Sandeep Macharla, Sudebkumar Prasant Pal, Sudhir Kumar Singh
Fair Leader Election by Randomized Voting. ICDCIT (2004)
Siddhartha Brahma, P. H. D. Ramakrishna, Sudebkumar Prasant Pal
A new and novel method for computing an upper bound on the distance of an approximate zero from an exact zero of a univariate polynomial. Int. J. Comput. Math. 81 (12) (2004)
Anjan Sarkar, Nilanjan Banerjee, P. Nair, Anjan Banerjee, Siddhartha Brahma, B. Kartikeyan, Kantilal L. Majumder
A MRF Based Segmentatiom Approach to Classification Using Dempster Shafer Fusion for Multisensor Imagery. ICIAR (2) (2004)