Papers
Algorithms for Optimizing the Ratio of Submodular Functions
Wenruo Bai, Rishabh Iyer, Kai Wei et al.
A Light Touch for Heavily Constrained SGD
Andrew Cotter, Maya Gupta, Jan Pfeifer
A Linearly-Convergent Stochastic L-BFGS Algorithm
Philipp Moritz, Robert Nishihara, Michael Jordan
“All I know about politics is what I read in Twitter”: Weakly Supervised Models for Extracting Politicians’ Stances From Twitter
Kristen Johnson, Dan Goldwasser
A Locally Adaptive Normal Distribution
Georgios Arvanitidis, Lars K. Hansen, Søren Hauberg
A Longitudinal Study of Children’s Intonation in Narrative Speech
Jeffrey Kallay, Melissa A. Redford
Alpenhorn: Bootstrapping Secure Communication without Leaking Metadata
David Lazar, Nickolai Zeldovich
Altruistic Scheduling in Multi-Resource Clusters
Robert Grandl, Mosharaf Chowdhury, Aditya Akella et al.
Ambient Search: A Document Retrieval System for Speech Streams
Benjamin Milde, Jonas Wacker, Stefan Radomski et al.
Ambiguity Helps: Classification With Disagreements in Crowdsourced Annotations
Viktoriia Sharmanska, Daniel Hernandez-Lobato, Jose Miguel Hernandez-Lobato et al.
A Meaning-based English Math Word Problem Solver with Understanding, Reasoning and Explanation
Chao-Chun Liang, Shih-Hong Tsai, Ting-Yun Chang et al.
A Minimax Approach to Supervised Learning
Farzan Farnia, David Tse
Amplitude Modulated Video Camera - Light Separation in Dynamic Scenes
Amir Kolaman, Maxim Lvov, Rami Hagege et al.
A Multi-Batch L-BFGS Method for Machine Learning
Albert S Berahas, Jorge Nocedal, Martin Takac
A Multi-Level Contextual Model For Person Recognition in Photo Albums
Haoxiang Li, Jonathan Brandt, Zhe Lin et al.
A Multimodal Dialogue System for Air Traffic Control Trainees Based on Discrete-Event Simulation
Luboš Šmídl, Adam Chýlek, Jan Švec
A Multi-step Inertial Forward-Backward Splitting Method for Non-convex Optimization
Jingwei Liang, Jalal Fadili, Gabriel Peyré
A Multi-Stream Bi-Directional Recurrent Neural Network for Fine-Grained Action Detection
Bharat Singh, Tim K. Marks, Michael Jones et al.
An Acoustic Analysis of Child-Child and Child-Robot Interactions for Understanding Engagement during Speech-Controlled Computer Games
Theodora Chaspari, Jill Fain Lehman
An Acoustic Analysis of /r/ in Tyrolean
Vincenzo Galatà, Lorenzo Spreafico, Alessandro Vietti et al.
An Adaptive Multi-Band System for Low Power Voice Command Recognition
Qing He, Gregory W. Wornell, Wei Ma
An algorithm for L1 nearest neighbor search via monotonic embedding
Xinan Wang, Sanjoy Dasgupta
An algorithm with nearly optimal pseudo-regret for both stochastic and adversarial bandits
Peter Auer, Chao-Kai Chiang
Analysis of Chinese Syllable Durations in Running Speech of Japanese L2 Learners
Yue Sun, Shudon Hsiao, Yoshinori Sagisaka et al.