Abhimanyu Das

发表

A Top-Down Approach to Hierarchically Coherent Probabilistic Forecasting

Rajat Sen, Weihao Kong, Biswajit Paria, 2022, ArXiv.

A Lightweight Mechanism to Control Misbehaving Flows using AQM-based Aggregate Marking

A. Helmy, Debojyoti Dutta, Abhimanyu Das, 2022 .

Effect of Persuasion on Information Diffusion in Social Networks

Emre Kıcıman, Sreenivas Gollapudi, Abhimanyu Das, 2014 .

Trimmed Maximum Likelihood Estimation for Robust Learning in Generalized Linear Models

Rajat Sen, Pranjal Awasthi, Weihao Kong, 2022, ArXiv.

Beyond GNNs: An Efficient Architecture for Graph Problems

Pranjal Awasthi, Sreenivas Gollapudi, Abhimanyu Das, 2022, AAAI.

Trimmed Maximum Likelihood Estimation for Robust Learning in Generalized Linear Models

Rajat Sen, Pranjal Awasthi, Weihao Kong, 2022, ArXiv.

A Deep Top-Down Approach to Hierarchically Coherent Probabilistic Forecasting

Rajat Sen, Weihao Kong, Biswajit Paria, 2022 .

Efficient List-Decodable Regression using Batches

Rajat Sen, Weihao Kong, Abhimanyu Das, 2022, ICML.

Information dissemination in heterogeneous-intent networks

Abhimanyu Das, Sreenivas Gollapudi, Emre Kiciman, 2016, WebSci.

Minimizing Latency in Online Ride and Delivery Services

Chaitanya Swamy, Abhimanyu Das, Sreenivas Gollapudi, 2018, WWW.

On the benefits of maximum likelihood estimation for Regression and Forecasting pdf

Abhimanyu Das, Pranjal Awasthi, Ananda Theertha Suresh, 2021, ICLR.

Submodular meets Spectral: Greedy Algorithms for Subset Selection, Sparse Approximation and Dictionary Selection pdf

Abhimanyu Das, David Kempe, D. Kempe, 2011, ICML.

Approximate Submodularity and its Applications: Subset Selection, Sparse Approximation and Dictionary Selection

Abhimanyu Das, David Kempe, D. Kempe, 2018, J. Mach. Learn. Res..

Role of conformity in opinion dynamics in social networks

Renato Paes Leme, Abhimanyu Das, Sreenivas Gollapudi, 2014, COSN '14.

Adaptive agent integration architectures for heterogeneous team members

Abhimanyu Das, Milind Tambe, David V. Pynadath, 2000, Proceedings Fourth International Conference on MultiAgent Systems.

Debiasing social wisdom

Abhimanyu Das, Sreenivas Gollapudi, Rina Panigrahy, 2013, KDD.

Modeling opinion dynamics in social networks

Kamesh Munagala, Abhimanyu Das, Sreenivas Gollapudi, 2014, WSDM.

Approximate Modularity

Abhimanyu Das, Anirban Dasgupta, Ravi Kumar, 2015, 2015 IEEE 56th Annual Symposium on Foundations of Computer Science.

Robust Pure Exploration in Linear Bandits with Limited Budget

Abhimanyu Das, Ashok Cutkosky, Ayya Alieva, 2021, ICML.

Ranking Twitter discussion groups

Abhimanyu Das, Nina Mishra, Krishnaram Kenthapadi, 2014, COSN '14.

Scalable hierarchical multitask learning algorithms for conversion optimization in display advertising

Alexander J. Smola, Abhimanyu Das, Amr Ahmed, 2014, WSDM.

Selecting Diverse Features via Spectral Regularization

Abhimanyu Das, Anirban Dasgupta, Ravi Kumar, 2012, NIPS.

Long-term Forecasting with TiDE: Time-series Dense Encoder

Andrew B. Leach, Rajat Sen, Weihao Kong, 2023, ArXiv.

Dirichlet Proportions Model for Hierarchically Coherent Probabilistic Forecasting

Rajat Sen, Weihao Kong, Biswajit Paria, 2022, 2204.10414.

One Network Fits All? Modular versus Monolithic Task Formulations in Neural Networks

Vatsal Sharan, Xin Wang, R. Panigrahy, 2021, ICLR.

Learning the gravitational force law and other analytic functions pdf

Abhimanyu Das, Rina Panigrahy, Atish Agarwala, 2020, ArXiv.

Dynamic Balancing for Model Selection in Bandits and RL

Claudio Gentile, Abhimanyu Das, Manish Purohit, 2021, ICML.

Algorithms for subset selection in linear regression

Abhimanyu Das, David Kempe, D. Kempe, 2008, STOC.

Long-term Forecasting with TiDE: Time-series Dense Encoder

Andrew B. Leach, Rajat Sen, Weihao Kong, 2023, Trans. Mach. Learn. Res..

Trimmed Maximum Likelihood Estimation for Robust Generalized Linear Model

Rajat Sen, Pranjal Awasthi, Weihao Kong, 2022, NeurIPS.

Low-state fairness: lower bounds and practical enforcement

Ahmed Helmy, Abhimanyu Das, Ashish Goel, 2005, Proceedings IEEE 24th Annual Joint Conference of the IEEE Computer and Communications Societies..

Fair Stateless Aggregate Traffic Marking Using Active Queue Management Techniques

A. Helmy, Debojyoti Dutta, Abhimanyu Das, 2002, MMNS.

Fair Stateless Aggregate Marking Techniques for Differentiated Services Networks

Ahmed Helmy, Abhimanyu Das, Debojyoti Dutta, 2002 .

One Network Fits All? Modular versus Monolithic Task Formulations in Neural Networks

Vatsal Sharan, R. Panigrahy, Qiuyi Zhang, 2021, ICLR.

Scalable hierarchical multitask learning algorithms for conversion optimization in display advertising

Alex Smola, Amr Ahmed, Abhimanyu Das, 2014, WSDM.