Afshin Rostamizadeh
22 papers · 2007–2024 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+11 more ↓ Show less ↑
π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (20) π Conference Polyglot (5)
π§
Keyword Pioneer
π
Academic Marathon
(17)
π£
Hot Topic Early Bird
π
Triple Crown
π±
Topic Pioneer
π
Keyword Champion
π₯
Unstoppable
(7)
π
Trend Setter
π
Conference Pioneer
π
Century Club
(22)
ποΈ
Keyword Collector
(52)
Conferences
NIPS (9)
ICML (5)
ICLR (4)
JMLR (3)
AISTATS (1)
Top co-authors
Keywords
label complexity
(4)
learning theory
(3)
generalization bound
(3)
non-iid processes
(2)
kernel methods
(2)
kernel learning
(2)
regret bound
(2)
rademacher complexity
(2)
strategic buyer
(2)
algorithmic stability
(2)
active learning
(2)
distributed algorithm
(2)
multiple kernel learning
(2)
kernel ridge regression
(2)
repeated auction
(2)
mechanism design
(2)
non-iid learning
(1)
multi-source learning
(1)
theoretical analysis
(1)
hyperparameter optimization
(1)
Papers
DistillSpec: Improving Speculative Decoding via Knowledge Distillation
ICLR 2024
Leveraging Importance Weights in Subset Selection
ICLR 2023
Churn Reduction via Distillation
ICLR 2022
Federated Learning via Posterior Averaging: A New Perspective and Practical Algorithms
ICLR 2021
Active Covering
ICML 2021
Batch Active Learning at Scale
NIPS 2021
Learning with Labeling Induced Abstentions
NIPS 2021
Understanding the Effects of Batching in Online Active Learning
AISTATS 2020
An Analysis of SVD for Deep Rotation Estimation
NIPS 2020
Learning a Compressed Sensing Measurement Matrix via Gradient Unrolling
ICML 2019
Categorical Feature Compression via Submodular Optimization
ICML 2019
Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization
JMLR 2018
Greedy Column Subset Selection: New Bounds and Distributed Algorithms
ICML 2016
Repeated Contextual Auctions with Strategic Buyers
NIPS 2014
Multi-Class Classification with Maximum Margin Multiple Kernel
ICML 2013
Learning Prices for Repeated Auctions with Strategic Buyers
NIPS 2013
Algorithms for Learning Kernels Based on Centered Alignment
JMLR 2012
Stability Bounds for Stationary Ο-mixing and Ξ²-mixing Processes
JMLR 2010
Learning Non-Linear Combinations of Kernels
NIPS 2009
Rademacher Complexity Bounds for Non-I.I.D. Processes
NIPS 2008
Domain Adaptation with Multiple Sources
NIPS 2008
Stability Bounds for Non-i.i.d. Processes
NIPS 2007