Anna Choromanska
14 papers · 2012–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (11) π Conference Polyglot (6)
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Cross-Pollinator
(14)
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Renaissance Researcher
(5)
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Conference Polyglot
(6)
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Keyword Trendsetter Combo
(3)
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Century Club
(14)
ποΈ
Keyword Collector
(71)
Conferences
AISTATS (6)
ICML (4)
AAAI (1)
COLT (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
neural network optimization
(2)
loss surface
(2)
neural network
(2)
stochastic gradient descent
(2)
random projection
(2)
spin-glass model
(2)
adversarial machine learning
(1)
reinforcement learning
(1)
stochastic optimization
(1)
variational inference
(1)
online clustering
(1)
policy gradient
(1)
policy optimization
(1)
multi-label classification
(1)
representation learning
(1)
partition function
(1)
kernel approximation
(1)
neural network training
(1)
nearest neighbor search
(1)
loss landscape
(1)
Papers
AutoDrop: Training Deep Learning Models with Automatic Learning Rate Drop
UAI 2024
GRAWA: Gradient-based Weighted Averaging for Distributed Training of Deep Learning Models
AISTATS 2024
Backdoor Attacks on the DNN Interpretation System
AAAI 2022
Low-Pass Filtering SGD for Recovering Flat Optima in the Deep Learning Optimization Landscape
AISTATS 2022
Learning to Score Behaviors for Guided Policy Optimization
ICML 2020
LdSM: Logarithm-depth Streaming Multi-label Decision Trees
AISTATS 2020
Beyond Backprop: Online Alternating Minimization with Auxiliary Variables
ICML 2019
Simultaneous Learning of Trees and Representations for Extreme Classification and Density Estimation
ICML 2017
Structured adaptive and random spinners for fast machine learning computations
AISTATS 2017
Binary embeddings with structured hashed projections
ICML 2016
Open Problem: The landscape of the loss surfaces of multilayer networks
COLT 2015
The Loss Surfaces of Multilayer Networks
AISTATS 2015
Online Clustering with Experts
AISTATS 2012
Majorization for CRFs and Latent Likelihoods
NIPS 2012