Alex Smola

L3Ms — Lagrange Large Language Models ICLR 2025 Time-Varying Propensity Score to Bridge the Gap between the Past and Present ICLR 2024 A Cheaper and Better Diffusion Language Model with Soft-Masked Noise EMNLP 2023 Automatic Chain of Thought Prompting in Large Language Models ICLR 2023 Parameter-Efficient Fine-Tuning Design Spaces ICLR 2023 RLSbench: Domain Adaptation Under Relaxed Label Shift ICML 2023 Deep Factors for Forecasting ICML 2019 A Generic Approach for Escaping Saddle points AISTATS 2018 Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning ICLR 2018 Learning Steady-States of Iterative Algorithms over Graphs ICML 2018 Attributing Hacks AISTATS 2017 Canopy Fast Sampling with Cover Trees ICML 2017 Data Driven Resource Allocation for Distributed Learning AISTATS 2017 Neural Machine Translation with Recurrent Attention Modeling EACL 2017 AdaDelay: Delay Adaptive Distributed Stochastic Optimization AISTATS 2016 Exponential Stochastic Cellular Automata for Massively Parallel Inference AISTATS 2016 Hierarchical Attention Networks for Document Classification NAACL 2016 Stacked Attention Networks for Image Question Answering CVPR 2016 Stochastic Variance Reduction for Nonconvex Optimization ICML 2016 A la Carte – Learning Fast Kernels AISTATS 2015 Deep Fried Convnets ICCV 2015 Fast Kronecker Inference in Gaussian Processes with non-Gaussian Likelihoods ICML 2015 Preferential Attachment in Graphs with Affinities AISTATS 2015 Privacy for Free: Posterior Sampling and Stochastic Gradient Monte Carlo ICML 2015 Trend Filtering on Graphs AISTATS 2015 Randomized Nonlinear Component Analysis ICML 2014 The Falling Factorial Basis and Its Statistical Applications ICML 2014 Feature Selection via Dependence Maximization JMLR 2012 Online Inference for the Infinite Topic-Cluster Model: Storylines from Streaming Text AISTATS 2011 Collaborative Filtering on a Budget AISTATS 2010 Hash Kernels for Structured Data JMLR 2009 Semi-Markov Models for Sequence Segmentation EMNLP 2007 Hash Kernels AISTATS 2005 Relative Novelty Detection AISTATS 2005