Toggle Poster Visibility
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Tighter Bounds on the Log Marginal Likelihood of Gaussian Process Regression Using Conjugate Gradients
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Memory Efficient Online Meta Learning
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Adversarial Policy Learning in Two-player Competitive Games
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Learning to Rehearse in Long Sequence Memorization
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Exact Optimization of Conformal Predictors via Incremental and Decremental Learning
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Skew Orthogonal Convolutions
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Active Learning of Continuous-time Bayesian Networks through Interventions
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Class2Simi: A Noise Reduction Perspective on Learning with Noisy Labels
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Adaptive Sampling for Best Policy Identification in Markov Decision Processes
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Environment Inference for Invariant Learning
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Tilting the playing field: Dynamical loss functions for machine learning
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Conservative Objective Models for Effective Offline Model-Based Optimization
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
A Collective Learning Framework to Boost GNN Expressiveness for Node Classification
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
SigGPDE: Scaling Sparse Gaussian Processes on Sequential Data
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Directional Bias Amplification
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Streaming Bayesian Deep Tensor Factorization
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Directed Graph Embeddings in Pseudo-Riemannian Manifolds
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Robust Representation Learning via Perceptual Similarity Metrics
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
On the difficulty of unbiased alpha divergence minimization
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Neural Transformation Learning for Deep Anomaly Detection Beyond Images
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Learning Noise Transition Matrix from Only Noisy Labels via Total Variation Regularization
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Decoupling Representation Learning from Reinforcement Learning
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Dash: Semi-Supervised Learning with Dynamic Thresholding
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Self-Damaging Contrastive Learning
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Nonmyopic Multifidelity Acitve Search
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
First-Order Methods for Wasserstein Distributionally Robust MDP
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Addressing Catastrophic Forgetting in Few-Shot Problems
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Non-Negative Bregman Divergence Minimization for Deep Direct Density Ratio Estimation
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Uniform Convergence, Adversarial Spheres and a Simple Remedy
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Implicit Regularization in Tensor Factorization
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Modularity in Reinforcement Learning via Algorithmic Independence in Credit Assignment
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Representation Subspace Distance for Domain Adaptation Regression
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Grad-TTS: A Diffusion Probabilistic Model for Text-to-Speech
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Locally Private k-Means in One Round
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Optimization Planning for 3D ConvNets
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Characterizing Fairness Over the Set of Good Models Under Selective Labels
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and Patients
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Pointwise Binary Classification with Pairwise Confidence Comparisons
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
SparseBERT: Rethinking the Importance Analysis in Self-attention
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial Attacks
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Expressive 1-Lipschitz Neural Networks for Robust Multiple Graph Learning against Adversarial Attacks
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Posterior Value Functions: Hindsight Baselines for Policy Gradient Methods
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Bayesian Quadrature on Riemannian Data Manifolds
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Deep Adaptive Design: Amortizing Sequential Bayesian Experimental Design
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Fairness of Exposure in Stochastic Bandits
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
A Scalable Second Order Method for Ill-Conditioned Matrix Completion from Few Samples
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Markpainting: Adversarial Machine Learning meets Inpainting
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Query Complexity of Adversarial Attacks
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
On Disentangled Representations Learned from Correlated Data
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Online Limited Memory Neural-Linear Bandits with Likelihood Matching
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
DG-LMC: A Turn-key and Scalable Synchronous Distributed MCMC Algorithm via Langevin Monte Carlo within Gibbs
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Adversarial Purification with Score-based Generative Models
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Local Algorithms for Finding Densely Connected Clusters
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Near-Optimal Algorithms for Explainable k-Medians and k-Means
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Putting the ``Learning" into Learning-Augmented Algorithms for Frequency Estimation
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Sparse within Sparse Gaussian Processes using Neighbor Information
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Memory-Efficient Pipeline-Parallel DNN Training
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Personalized Federated Learning using Hypernetworks
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Matrix Sketching for Secure Collaborative Machine Learning
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Strategic Classification in the Dark
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Differentially Private Correlation Clustering
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
On Signal-to-Noise Ratio Issues in Variational Inference for Deep Gaussian Processes
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Modeling Hierarchical Structures with Continuous Recursive Neural Networks
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Efficient Training of Robust Decision Trees Against Adversarial Examples
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Quantum algorithms for reinforcement learning with a generative model
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Parallel tempering on optimized paths
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Privacy-Preserving Video Classification with Convolutional Neural Networks
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Detecting Rewards Deterioration in Episodic Reinforcement Learning
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
HAWQ-V3: Dyadic Neural Network Quantization
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Parameterless Transductive Feature Re-representation for Few-Shot Learning
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Flow-based Attribution in Graphical Models: A Recursive Shapley Approach
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Enhancing Robustness of Neural Networks through Fourier Stabilization
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Differentiable Dynamic Quantization with Mixed Precision and Adaptive Resolution
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
RNNRepair: Automatic RNN Repair via Model-based Analysis
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Few-Shot Conformal Prediction with Auxiliary Tasks
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Byzantine-Resilient High-Dimensional SGD with Local Iterations on Heterogeneous Data
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Matrix Completion with Model-free Weighting
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Quantifying Availability and Discovery in Recommender Systems via Stochastic Reachability
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Quantifying the Benefit of Using Differentiable Learning over Tangent Kernels
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
SGLB: Stochastic Gradient Langevin Boosting
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Training data-efficient image transformers & distillation through attention
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Domain Generalization using Causal Matching
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Coded-InvNet for Resilient Prediction Serving Systems
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Training Adversarially Robust Sparse Networks via Bayesian Connectivity Sampling
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Differentially-Private Clustering of Easy Instances
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Systematic Analysis of Cluster Similarity Indices: How to Validate Validation Measures
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
PAPRIKA: Private Online False Discovery Rate Control
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
DAGs with No Curl: An Efficient DAG Structure Learning Approach
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Beyond the Pareto Efficient Frontier: Constraint Active Search for Multiobjective Experimental Design
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Learning Binary Decision Trees by Argmin Differentiation
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Analyzing the tree-layer structure of Deep Forests
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Robust Learning-Augmented Caching: An Experimental Study
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Phase Transitions, Distance Functions, and Implicit Neural Representations
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Differentiable Particle Filtering via Entropy-Regularized Optimal Transport
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Evaluating the Implicit Midpoint Integrator for Riemannian Hamiltonian Monte Carlo
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Symmetric Spaces for Graph Embeddings: A Finsler-Riemannian Approach
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
BasisDeVAE: Interpretable Simultaneous Dimensionality Reduction and Feature-Level Clustering with Derivative-Based Variational Autoencoders
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Barlow Twins: Self-Supervised Learning via Redundancy Reduction
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Differentially Private Query Release Through Adaptive Projection
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Oblivious Sketching for Logistic Regression
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Scalable Variational Gaussian Processes via Harmonic Kernel Decomposition
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Learning from Similarity-Confidence Data
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Label-Only Membership Inference Attacks
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Linear Transformers Are Secretly Fast Weight Programmers
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Improved, Deterministic Smoothing for L_1 Certified Robustness
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Scalable Certified Segmentation via Randomized Smoothing
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Temporal Difference Learning as Gradient Splitting
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Feature Clustering for Support Identification in Extreme Regions
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
A Gradient Based Strategy for Hamiltonian Monte Carlo Hyperparameter Optimization
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Clustered Sampling: Low-Variance and Improved Representativity for Clients Selection in Federated Learning
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Annealed Flow Transport Monte Carlo
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Rissanen Data Analysis: Examining Dataset Characteristics via Description Length
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
GeomCA: Geometric Evaluation of Data Representations
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Graph Contrastive Learning Automated
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Delving into Deep Imbalanced Regression
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Off-Policy Confidence Sequences
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Finite mixture models do not reliably learn the number of components
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Learning disentangled representations via product manifold projection
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Adapting to Delays and Data in Adversarial Multi-Armed Bandits
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Generalized Doubly Reparameterized Gradient Estimators
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Geometric convergence of elliptical slice sampling
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Bayesian Algorithm Execution: Estimating Computable Properties of Black-box Functions Using Mutual Information
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Disambiguation of Weak Supervision leading to Exponential Convergence rates
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Towards Practical Mean Bounds for Small Samples
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Learning a Universal Template for Few-shot Dataset Generalization
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Dataset Condensation with Differentiable Siamese Augmentation
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Parallel Droplet Control in MEDA Biochips using Multi-Agent Reinforcement Learning
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Differentially Private Quantiles
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Implicit Bias of Linear RNNs
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
PACOH: Bayes-Optimal Meta-Learning with PAC-Guarantees
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Wasserstein Distributional Normalization For Robust Distributional Certification of Noisy Labeled Data
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Whittle Networks: A Deep Likelihood Model for Time Series
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Hierarchical Clustering of Data Streams: Scalable Algorithms and Approximation Guarantees
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Confidence Scores Make Instance-dependent Label-noise Learning Possible
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Whitening for Self-Supervised Representation Learning
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Inference for Network Regression Models with Community Structure
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
PHEW : Constructing Sparse Networks that Learn Fast and Generalize Well without Training Data
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
A Discriminative Technique for Multiple-Source Adaptation
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Fairness for Image Generation with Uncertain Sensitive Attributes
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Learning Interaction Kernels for Agent Systems on Riemannian Manifolds
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Aggregating From Multiple Target-Shifted Sources
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Principal Bit Analysis: Autoencoding with Schur-Concave Loss
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Randomized Dimensionality Reduction for Facility Location and Single-Linkage Clustering
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Sparse Bayesian Learning via Stepwise Regression
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Neural Feature Matching in Implicit 3D Representations
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Variational Auto-Regressive Gaussian Processes for Continual Learning
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Mixed Nash Equilibria in the Adversarial Examples Game
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Active Covering
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Nonparametric Decomposition of Sparse Tensors
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
I-BERT: Integer-only BERT Quantization
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Predict then Interpolate: A Simple Algorithm to Learn Stable Classifiers
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
On Linear Identifiability of Learned Representations
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
DeepReDuce: ReLU Reduction for Fast Private Inference
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Learning to Generate Noise for Multi-Attack Robustness
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Binary Classification from Multiple Unlabeled Datasets via Surrogate Set Classification
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
EL-Attention: Memory Efficient Lossless Attention for Generation
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
SketchEmbedNet: Learning Novel Concepts by Imitating Drawings
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
CARTL: Cooperative Adversarially-Robust Transfer Learning
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Unsupervised Co-part Segmentation through Assembly
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
To be Robust or to be Fair: Towards Fairness in Adversarial Training
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Accuracy, Interpretability, and Differential Privacy via Explainable Boosting
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
On the Convergence of Hamiltonian Monte Carlo with Stochastic Gradients
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
f-Domain Adversarial Learning: Theory and Algorithms
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Mediated Uncoupled Learning: Learning Functions without Direct Input-output Correspondences
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Lower Bounds on Cross-Entropy Loss in the Presence of Test-time Adversaries
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Transfer-Based Semantic Anomaly Detection
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Robust Testing and Estimation under Manipulation Attacks
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Fair Selective Classification Via Sufficiency
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Active Testing: Sample-Efficient Model Evaluation
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Sinkhorn Label Allocation: Semi-Supervised Classification via Annealed Self-Training
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Benchmarks, Algorithms, and Metrics for Hierarchical Disentanglement
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Local Correlation Clustering with Asymmetric Classification Errors
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Learning Representations by Humans, for Humans
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Unified Robust Semi-Supervised Variational Autoencoder
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
On the Power of Localized Perceptron for Label-Optimal Learning of Halfspaces with Adversarial Noise
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Isometric Gaussian Process Latent Variable Model for Dissimilarity Data
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
GANMEX: One-vs-One Attributions using GAN-based Model Explainability
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Defense against backdoor attacks via robust covariance estimation
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Bayesian Attention Belief Networks
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Nondeterminism and Instability in Neural Network Optimization
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT)
Sharf: Shape-conditioned Radiance Fields from a Single View
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
GRAND: Graph Neural Diffusion
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
TFix: Learning to Fix Coding Errors with a Text-to-Text Transformer
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
Adversarial Robustness Guarantees for Random Deep Neural Networks
Poster
Thu Jul 22 09:00 AM -- 11:00 AM (PDT) @ Virtual
In-Database Regression in Input Sparsity Time