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Multitask learning and benchmarking with clinical time series data
- Hrayr Harutyunyan, Hrant Khachatrian, David C. Kale, A. Galstyan
- Computer Science, MedicineScientific Data
- 22 March 2017
TLDR
A Survey on Bias and Fairness in Machine Learning
- Ninareh Mehrabi, Fred Morstatter, N. Saxena, Kristina Lerman, A. Galstyan
- Computer ScienceACM Comput. Surv.
- 23 August 2019
TLDR
MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing
- Sami Abu-El-Haija, Bryan Perozzi, A. Galstyan
- Computer ScienceICML
- 30 April 2019
TLDR
Scalable Temporal Latent Space Inference for Link Prediction in Dynamic Social Networks
- Linhong Zhu, Dong Guo, Junming Yin, G. V. Steeg, A. Galstyan
- Computer ScienceIEEE Transactions on Knowledge and Data…
- 1 April 2017
We propose a temporal latent space model for link prediction in dynamic social networks, where the goal is to predict links over time based on a sequence of previous graph snapshots. The model…
Mathematical Model of Foraging in a Group of Robots: Effect of Interference
- Kristina Lerman, A. Galstyan
- Computer ScienceAuton. Robots
- 1 September 2002
TLDR
Analysis of Dynamic Task Allocation in Multi-Robot Systems
- Kristina Lerman, Chris V. Jones, A. Galstyan, M. Matarić
- Computer ScienceInt. J. Robotics Res.
- 1 March 2006
TLDR
Invariant Representations without Adversarial Training
- Daniel Moyer, Shuyang Gao, Rob Brekelmans, A. Galstyan, G. V. Steeg
- Computer ScienceNeurIPS
- 1 May 2018
TLDR
The DARPA Twitter Bot Challenge
- V. S. Subrahmanian, Amos Azaria, T. Huang
- Political ScienceComputer
- 20 January 2016
TLDR
Better Automatic Evaluation of Open-Domain Dialogue Systems with Contextualized Embeddings
- Sarik Ghazarian, Johnny Tian-Zheng Wei, A. Galstyan, Nanyun Peng
- Computer ScienceProceedings of the Workshop on Methods for…
- 24 April 2019
TLDR
Information transfer in social media
- G. V. Steeg, A. Galstyan
- Computer ScienceWWW
- 12 October 2011
TLDR
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