Publications

Improving Generalization over Large Action Sets

Chandak, Y., Theocharous, G., Kostas, J., Jordan, S., Thomas, P. (Jul. 7, 2019)
4th Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2019)

The Effect of Spatial Ability on Immersive 3D Drawing

Asente, P., Machuca, M., Stuerzlinger, W. (Jun. 23, 2019)
C&C '19: Proceedings of the 2019 ACM SIGCHI Conference on Creativity and Cognition

Learning Action Representations for Reinforcement Learning

Chandak, Y., Theocharous, G., Kostas, J., Jordan, S., Thomas, P. (Jun. 10, 2019)
Thirty-sixth International Conference on Machine Learning (ICML 2019)

Personalizing with Human Cognitive Biases

Theocharous, G., Healey, J., Mahadevan, S., Saad, M. (Jun. 9, 2019)
User Modeling and Adaptation conference - Theory Opinion and Reflection: UMAP 19 - TOR

Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation

Gehrmann, S., Layne, S., Dernoncourt, F. (Jun. 7, 2019)
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)

Sketching and layering graffiti primitives

Berio, D., Asente, P., Echevarria, J., Leymarie, F. (May. 5, 2019)
Expressive 2019

Implementing Multi-Touch Gestures with Touch Groups and Cross Events

Oney, S., Krosnick, R., Brandt, J., Myers, B. (May. 4, 2019)
Best Paper Honorable Mention ACM Conference on Human Factors and Computing Systems (SIGCHI)

Gated Convolutional Encoder-Decoder for Semi-Supervised Affect Prediction

Chawla*, K., Khosla*, S., Chhaya, N. (Apr. 14, 2019)
The 23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)

Stuck? No worries!: Task-aware Command Recommendation and Proactive Help for Analysts

Nambhi, A., Reddy, B., Agarwal, A., Verma, G., Singh, H., Burhanuddin, I. (Apr. 10, 2019)
ACM Conference on User Modeling, Adaptation and Personalization (UMAP ’19)

Content-based Layout Optimization

Srinivasan, B., Vinay, V., Chhaya, N. (Mar. 20, 2019)
ACM IUI Workshop on Exploratory Search and Interactive Data Analytics

Exemplar based Experience Transfer

Maheshwari, P., Bansal, N., Dwivedi, S., Kumar, R., Maneriker, P., Srinivasan, B. (Mar. 17, 2019)
24th ACM International Conference on Intelligent User Interfaces (IUI)

Metrics based Content Layouting

Srinivasan, B., Vinay, V., Chhaya, N. (Mar. 17, 2019)
24th ACM International Conference on Intelligent User Interfaces (IUI Poster)

Learning Affective Correspondence between Music and Image

Verma, G., Dhekane, E., Guha, T. (Feb. 1, 2019)
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019

Surveys without Questions: A Reinforcement Learning Approach

Sinha, A., Jain, D., Sheoran, N., Khosla, S., Sasidharan, R. (Jan. 30, 2019)
AAAI 2019

Improving generation quality of pointer networks via guided attention

Chawla, K., Krishna, K., Srinivasan, B. (Jan. 28, 2019)
AAAI Workshop on Network Interpretability for Deep Learning

Spatial Knowledge Distillation to Aid Visual Reasoning

Aditya, S., Saha, R., Yang, Y., Baral, C. (Jan. 7, 2019)
2019 IEEE Winter Conference on Applications of Computer Vision (WACV)

Visualizing Uncertainty and Alternatives in Event Sequence Predictions

Guo, S., Du, F., Malik, S., Koh, E., Kim, S., Liu, L., Kim, D., Zha, H., Cao, N. (Jan. 4, 2019)
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2019)

Pythia: Improving Datacenter Utilization via Precise Contention Prediction for Multiple Co-located Workloads

Xu, R., Mitra, S., Rahman, J., Bai, P., Zhou, B., Bronevetsky, G., Bagchi, S. (Dec. 10, 2018)
In the Proceedings of the 19th ACM International Middleware Conference (Middleware 2018)

Reinforcement Learning with a Dynamic Action Set

Chandak, Y., Theocharous, G., Kostas, J., Thomas, P. (Dec. 7, 2018)
Workshop on Continual Learning (NeurIPS 2018)
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