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Ankur Mallick
Publication Activity (10 Years)
Years Active: 2016-2024
Publications (10 Years): 18
Top Topics
Load Balancing Strategies
Distributed Environment
Range Query Processing
Temporal Correlation
Top Venues
CoRR
ICASSP
ISIT
Commun. ACM
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Publications
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Dujian Ding
,
Ankur Mallick
,
Chi Wang
,
Robert Sim
,
Subhabrata Mukherjee
,
Victor Rühle
,
Laks V. S. Lakshmanan
,
Ahmed Hassan Awadallah
Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing.
ICLR
(2024)
Dujian Ding
,
Ankur Mallick
,
Chi Wang
,
Robert Sim
,
Subhabrata Mukherjee
,
Victor Rühle
,
Laks V. S. Lakshmanan
,
Ahmed Hassan Awadallah
Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing.
CoRR
(2024)
Ankur Mallick
,
Kevin Hsieh
,
Behnaz Arzani
,
Gauri Joshi
Matchmaker: Data Drift Mitigation in Machine Learning for Large-Scale Systems.
MLSys
(2022)
Ankur Mallick
,
Malhar Chaudhari
,
Utsav Sheth
,
Ganesh Palanikumar
,
Gauri Joshi
Rateless codes for near-perfect load balancing in distributed matrix-vector multiplication.
Commun. ACM
65 (5) (2022)
Ankur Mallick
,
Gauri Joshi
Rateless Sum-Recovery Codes For Distributed Non-Linear Computations.
ITW
(2022)
Divyansh Jhunjhunwala
,
Ankur Mallick
,
Advait Gadhikar
,
Swanand Kadhe
,
Gauri Joshi
Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation.
NeurIPS
(2021)
Divyansh Jhunjhunwala
,
Ankur Mallick
,
Advait Gadhikar
,
Swanand Kadhe
,
Gauri Joshi
Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation.
CoRR
(2021)
Ankur Mallick
,
Chaitanya Dwivedi
,
Bhavya Kailkhura
,
Gauri Joshi
,
Thomas Yong-Jin Han
Deep kernels with probabilistic embeddings for small-data learning.
UAI
(2021)
Ankur Mallick
,
Sophie Smith
,
Gauri Joshi
Rateless Codes for Distributed Non-linear Computations.
ISTC
(2021)
Ankur Mallick
,
Chaitanya Dwivedi
,
Bhavya Kailkhura
,
Gauri Joshi
,
Thomas Yong-Jin Han
Probabilistic Neighbourhood Component Analysis: Sample Efficient Uncertainty Estimation in Deep Learning.
CoRR
(2020)
Ankur Mallick
,
Malhar Chaudhari
,
Utsav Sheth
,
Ganesh Palanikumar
,
Gauri Joshi
Rateless Codes for Near-Perfect Load Balancing in Distributed Matrix-Vector Multiplication.
SIGMETRICS (Abstracts)
(2020)
Ankur Mallick
,
Chaitanya Dwivedi
,
Bhavya Kailkhura
,
Gauri Joshi
,
Thomas Yong-Jin Han
Deep Probabilistic Kernels for Sample-Efficient Learning.
CoRR
(2019)
Ankur Mallick
,
Malhar Chaudhari
,
Gauri Joshi
Fast and Efficient Distributed Matrix-vector Multiplication Using Rateless Fountain Codes.
ICASSP
(2019)
Ankur Mallick
,
Malhar Chaudhari
,
Utsav Sheth
,
Ganesh Palanikumar
,
Gauri Joshi
Rateless Codes for Near-Perfect Load Balancing in Distributed Matrix-Vector Multiplication.
Proc. ACM Meas. Anal. Comput. Syst.
3 (3) (2019)
Ankur Mallick
,
Gauri Joshi
Rateless Codes for Distributed Computations with Sparse Compressed Matrices.
ISIT
(2019)
Ankur Mallick
,
Malhar Chaudhari
,
Gauri Joshi
Rateless Codes for Near-Perfect Load Balancing in Distributed Matrix-Vector Multiplication.
CoRR
(2018)
Ankur Mallick
,
Animesh Kumar
Bandlimited field reconstruction from samples obtained on a discrete grid with unknown random locations.
ICASSP
(2016)
Ankur Mallick
,
Animesh Kumar
Bandlimited Field Reconstruction from Samples Obtained at Unknown Random Locations on a Grid.
CoRR
(2016)