Papers
Learning Overlapping Representations for the Estimation of Individualized Treatment Effects
Yao Zhang, Alexis Bellot, Mihaela Schaar
Learning piecewise Lipschitz functions in changing environments
Dravyansh Sharma, Maria-Florina Balcan, Travis Dick
Learning Rate Adaptation for Differentially Private Learning
Antti Koskela, Antti Honkela
Learning Sparse Nonparametric DAGs
Xun Zheng, Chen Dan, Bryon Aragam et al.
Learning spectrograms with convolutional spectral kernels
Zheyang Shen, Markus Heinonen, Samuel Kaski
Learning with minibatch Wasserstein : asymptotic and gradient properties
Kilian Fatras, Younes Zine, Rémi Flamary et al.
Leave-One-Out Cross-Validation for Bayesian Model Comparison in Large Data
Måns Magnusson, Aki Vehtari, Johan Jonasson et al.
LIBRE: Learning Interpretable Boolean Rule Ensembles
Graziano Mita, Paolo Papotti, Maurizio Filippone et al.
Linear Convergence of Adaptive Stochastic Gradient Descent
Yuege Xie, Xiaoxia Wu, Rachel Ward
Linear Dynamics: Clustering without identification
Chloe Hsu, Michaela Hardt, Moritz Hardt
Linearly Convergent Frank-Wolfe with Backtracking Line-Search
Fabian Pedregosa, Geoffrey Negiar, Armin Askari et al.
Linear predictor on linearly-generated data with missing values: non consistency and solutions
Marine Le Morvan, Nicolas Prost, Julie Josse et al.
Lipschitz Continuous Autoencoders in Application to Anomaly Detection
Young-geun Kim, Yongchan Kwon, Hyunwoong Chang et al.
Local Differential Privacy for Sampling
Hisham Husain, Borja Balle, Zac Cranko et al.
Locally Accelerated Conditional Gradients
Jelena Diakonikolas, Alejandro Carderera, Sebastian Pokutta
Logistic regression with peer-group effects via inference in higher-order Ising models
Constantinos Daskalakis, Nishanth Dikkala, Ioannis Panageas
Long-and Short-Term Forecasting for Portfolio Selection with Transaction Costs
Guy Uziel, Ran El-Yaniv
Low-rank regularization and solution uniqueness in over-parameterized matrix sensing
Kelly Geyer, Anastasios Kyrillidis, Amir Kalev
MAP Inference for Customized Determinantal Point Processes via Maximum Inner Product Search
Insu Han, Jennifer Gillenwater
Measuring Mutual Information Between All Pairs of Variables in Subquadratic Complexity
Mohsen Ferdosi, Arash Gholamidavoodi, Hosein Mohimani
Minimax Bounds for Structured Prediction Based on Factor Graphs
Kevin Bello, Asish Ghoshal, Jean Honorio
Minimax Rank-$1$ Matrix Factorization
Venkatesh Saligrama, Alexander Olshevsky, Julien Hendrickx
Minimax Testing of Identity to a Reference Ergodic Markov Chain
Geoffrey Wolfer, Aryeh Kontorovich