A REGRET MINIMIZATION APPROACH TO ITERATIVE LEARNING CONTROL
|
2022 |
AGARWAL, NAMAN |
DATASET DYNAMICS VIA GRADIENT FLOWS IN PROBABILITY SPACE
|
2022 |
ALVAREZ-MELIS, DAVID |
DECOMPOSABLE SUBMODULAR FUNCTION MINIMIZATION VIA MAXIMUM FLOW
|
2022 |
AXIOTIS, KYRIAKOS |
BREAKING THE LIMITS OF MESSAGE PASSING GRAPH NEURAL NETWORKS
|
2022 |
BALCILAR, MUHAMMET |
BEYOND LOG2(T) REGRET FOR DECENTRALIZED BANDITS IN MATCHING MARKETS
|
2022 |
BASU, SOUMYA |
GP-TREE: A GAUSSIAN PROCESS CLASSIFIER FOR FEW-SHOT INCREMENTAL LEARNING
|
2022 |
ACHITUVE, IDAN |
ON LEARNABILITY VIA GRADIENT METHOD FOR TWO-LAYER RELU NEURAL NETWORKS IN TEACHER-STUDENT SETTING
|
2022 |
AKIYAMA, SHUNTA |
LOCALLY PERSISTENT EXPLORATION IN CONTINUOUS CONTROL TASKS WITH SPARSE REWARDS
|
2022 |
AMIN, SUSAN |
FEDERATED LEARNING UNDER ARBITRARY COMMUNICATION PATTERNS
|
2022 |
AVDIUKHIN, DMITRII |
ON THE IMPLICIT BIAS OF INITIALIZATION SHAPE: BEYOND INFINITESIMAL MIRROR DESCENT
|
2022 |
AZULAY, SHAHAR |
ON-OFF CENTER-SURROUND RECEPTIVE FIELDS FOR ACCURATE AND ROBUST IMAGE CLASSIFICATION
|
2022 |
BABAIEE, ZAHRA |
ROBUST TESTING AND ESTIMATION UNDER MANIPULATION ATTACKS
|
2022 |
ACHARYA, JAYADEV |
UNIFORM CONVERGENCE, ADVERSARIAL SPHERES AND A SIMPLE REMEDY
|
2022 |
BACHMANN, GREGOR |
COMMUNICATION-EFFICIENT DISTRIBUTED OPTIMIZATION WITH QUANTIZED PRECONDITIONERS
|
2022 |
ALIMISIS, FOIVOS |
DICHOTOMOUS OPTIMISTIC SEARCH TO QUANTIFY HUMAN PERCEPTION
|
2022 |
AUDIFFREN, JULIEN |
MASSIVELY PARALLEL AND ASYNCHRONOUS TSETLIN MACHINE ARCHITECTURE SUPPORTING ALMOST CONSTANT-TIME SCALING
|
2022 |
ABEYRATHNA, KURUGE DARSHANA |
PERMUTATION WEIGHTING
|
2022 |
ARBOUR, DAVID |
FASTER KERNEL MATRIX ALGEBRA VIA DENSITY ESTIMATION
|
2022 |
BACKURS, ARTURS |
GLSEARCH: MAXIMUM COMMON SUBGRAPH DETECTION VIA LEARNING TO SEARCH
|
2022 |
BAI, YUNSHENG |
TOWARDS RIGOROUS INTERPRETATIONS: A FORMALISATION OF FEATURE ATTRIBUTION
|
2022 |
AFCHAR, DARIUS |