Google Bots are awesome at curating latest papers and citations on Scholar Google or Researchgate. Below are Peer Reviewed Publications (grouped reverse chronologically).
PrePrints
- preprint LDKP: A Dataset for Identifying Keyphrases from Long Scientific Documents
D. Mahata, N. Agarwal, D. Gautam, A. Kumar, S. Parekh, Y. Singla, A.Acharya, R. Shah
Arxiv - preprint Neural Distributed Source Coding
J. Whang, A Acharya, H. Kim, A. Dimakis
Arxiv
2022
-
conference Faster Non-Convex Federated Learning via Global and Local Momentum
R. Das, A Acharya, A. Hashemi, S. Sanghavi, I. Dhillon, U. Topcu
The Conference on Uncertainty in Artificial Intelligence (UAI), 2022.
Preprint -
conference Robust Training in High Dimensions via Block Coordinate Geometric Median Descent.
A Acharya, A. Hashemi, S. Sanghavi, P. Jain, I. Dhillon, U. Topcu
Artificial Intelligence and Statistics (AISTATS), 2022.
Paper; Code; Poster; Slides;
An initial version of the work has been presented at:
workshop Joint IFML/CCSI Symposium (Simons Institute - UC Berkley)
workshop NSF-TRIPODS Workshop on Communication Efficient Distributed Optimization (NSF-CEDO) (Virtual)
2021
- journal
On the Benefits of Multiple Gossip Steps in Communication-Constrained Decentralized Optimization
A. Hashemi, A Acharya, R. Das, H. Vikalo, S. Sanghavi, I. Dhillon
IEEE Transactions on Parallel and Distributed Systems (TPDS), 2021
Paper; Code - conference
GupShup: An Annotated Corpus for Abstractive Summarization of Open-Domain Code-Switched Conversations
L. Mehnaz, D. Mahata, R. Gosangi, U. Gunturi, R. Jain, G. Gupta, A. Kumar, I. Lee, A Acharya, R. Shah;
Empirical Methods in Natural Language Processing (EMNLP), 2021
Paper; Code - conference
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems
A. Acharya, S. Adhikari, S. Agarwal, V. Auvray, N. Belgamwar, A. Biswas, S. Chandra, T. Chung, M. Zarandi, R. Gabriel, S. Gao, R. Goel, D. Hakkani-Tur, J. Jezabek, A. Jha, J. Kao, P. Krishnan, P. Ku, A. Goyal, C. Lin, Q. Liu, A. Mandal, A. Metallinou, V. Naik, Y. Pan, S. Paul, V. Perera, A. Sethi, M. Shen, N. Strom and E. Wang;
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Paper; Code; Dialog Manager.
Launch : ReMars - VentureBeat ; Alexa Live.
Media : Alexa Blog ; Alexa Skill ; Forbes ; CNN
2020
- patent
Natural Language Processing (On Device NLP via Embedding Compression)
A Acharya, A. Metallinou, R. Goel, I. Dhillon (Amazon Technologies Inc)
United States Patent-10872601B1
2019
- conference
Online Embedding Compression for Text Classification using Low Rank Matrix Factorization
A. Acharya, R. Goel, A. Metallinou, I. Dhillon.
AAAI Conference on Artificial Intelligence (AAAI), 2019
Paper; Code
Media: Alexa Blog ; Packt
2014-11
- journal
Extending the concept of analog Butterworth filter for fractional order systems
A Acharya, S Das, I Pan, S Das.
Signal Processing (Elsevier), 2014
Paper - journal
Simulation studies on the design of optimum PID controllers to suppress chaotic oscillations in a
family of Lorenz-like multi-wing attractors
S Das, A Acharya, I Pan.
Mathematics and Computers in Simulation (Elsevier), 2014
Paper - conference
Stability analysis of delayed system using Bode integral
A Acharya, D Mitra, K Halder.
IEEE International Conference on Computer Communication and Informatics, 2013
Paper - conference
Optimum PID control of multi-wing attractors in a family of Lorenz-like chaotic systems
A Acharya, S Das, I Pan.
IEEE International Conference on Computing, Communication and Networking Technologies, 2012
Paper - conference
Optimized quality factor of fractional order analog filters with band-pass and band-stop characteristics
A Pakhira, S Das, A Acharya, I Pan, S Saha.
IEEE International Conference on Computing, Communication and Networking Technologies, 2012
Paper - conference
Identification of Nonlinear Systems From the Knowledge Around Different Operating Conditions:
A Feed-Forward Multi-Layer ANN Based Approach
S Saha, S Das, A Acharya, A Kumar, S Mukherjee, I Pan, A Gupta.
IEEE Conference on Parallel Distributed and Grid Computing, 2012
Paper - conference
Least square and Instrumental Variable system identification of ac servo position control
system with fractional Gaussian noise
S Das, A Kumar, I Pan, A Acharya, S Das, A Gupta.
IEEE International Conference on Energy, Automation and Signal,2011
Paper
Non Peer Reviewed Notes
- scribe
Fourier RIP
E. Price, A. Acharya, R. Das
UT Austin Link - scribe
Sparse Recovery
E. Price, A. Acharya, R. Das
UT Austin Link - report
On image segmentation using fractional gradients-learning model parameters using approximate marginal inference
A Acharya, U Mukherjee, C Fowlkes
Arxiv - report
Are We Ready for Driver-less Vehicles? Security vs. Privacy-A Social Perspective
A Acharya
Arxiv - report
A Complete Review of Controlling the FDR in a Multiple Comparison Problem Framework
– The Benjamini-Hochberg Algorithm
A Acharya
Arxiv - report
Template Matching based Object Detection Using HOG Feature Pyramid
A Acharya
Arxiv