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Machine Learning Paper Rankings

248 of 5669 papers
#
Paper
Score
Match
Win%
Published
1
Attention by Synchronization in Coupled Oscillator Networks
Fabio Pasqualetti, Taosha Guocs.NEnlin.AO
1591
32
75%
Jun 10, 2026
2
1574
16
87.5%
Jun 9, 2026
4
1559
27
92.6%
Jun 7, 2026
5
Data-driven discovery of governing differential equations across physical systems
Siyu Lou, Hao Xu +6cs.SCstat.AP
1555
26
88.5%
Jun 8, 2026
7
Learning with Simulators: No Regret in a Computationally Bounded World
Sasha Voitovych, Abhishek Shetty +2cs.CCcs.DS
1544
18
88.9%
Jun 11, 2026
8
Express Language Modeling
Albert Gong, Annabelle Michael Carrell +2cs.DSmath.STstat.ME
1540
30
83.3%
Jun 9, 2026
9
Topological Neural Operators
Lennart Bastian, Samuel Leventhal +2
1537
21
81%
Jun 8, 2026
10
Perturbative Contrastive Physical Learning
Kyungeun Kim, Amanuel Anteneh +3
1523
21
76.2%
Jun 8, 2026
11
1522
26
88.5%
Jun 11, 2026
12
Few-step Cofolding with All-Atom Flow Maps
Gianluca Scarpellini, Ron Shprints +6
1520
17
76.5%
Jun 7, 2026
14
1519
38
65.8%
Jun 11, 2026
15
1515
23
78.3%
Jun 9, 2026
18
1511
20
85%
Jun 9, 2026
20
1506
20
75%
Jun 8, 2026
21
1506
22
72.7%
Jun 9, 2026
23
1503
16
68.8%
Jun 10, 2026
25
ATLAS: Active Theory Learning for Automated Science
Noémi Éltető, Nathaniel D. Daw +2
1501
20
80%
Jun 10, 2026
26
Tight Sample Complexity of Transformers
Chenxiao Yang, Nathan Srebro +1
1498
22
77.3%
Jun 8, 2026
28
1489
14
85.7%
Jun 11, 2026
29
1481
24
70.8%
Jun 10, 2026
30
1480
21
71.4%
Jun 7, 2026
31
1475
16
68.8%
Jun 11, 2026
32
1475
17
64.7%
Jun 8, 2026
34
Flexible Kernels for Protein Property Prediction
Martin Jankowiak, Yerdos Ordabayev +5
1474
20
60%
Jun 9, 2026
35
Preserving Plasticity in Continual Learning via Dynamical Isometry
Andries Rosseau, Robert Müller +1
1473
18
61.1%
Jun 8, 2026
37
1471
22
63.6%
Jun 10, 2026
39
1469
17
58.8%
Jun 10, 2026
41
1468
38
60.5%
Jun 6, 2026
43
Optimal Post-Training Quantization Scales and Where to Find Them
Juan Amboage, Pablo Monteagudo-Lago +3
1464
18
66.7%
Jun 9, 2026
44
1464
22
72.7%
Jun 10, 2026
45
1464
24
70.8%
Jun 9, 2026
47
1464
15
66.7%
Jun 11, 2026
48
Unifying Local Communications and Local Updates for LLM Pretraining
Pietro Cagnasso, Eugene Belilovsky +1
1463
19
63.2%
Jun 9, 2026
50
1462
22
68.2%
Jun 8, 2026
51
1461
21
66.7%
Jun 9, 2026
52
A Riemannian Approach to Low-Rank Optimal Transport
Pratik Jawanpuria, Bamdev Mishra
1461
21
66.7%
Jun 10, 2026
53
1460
27
70.4%
Jun 7, 2026
54
1460
23
69.6%
Jun 8, 2026
55
1457
19
63.2%
Jun 10, 2026
56
On Subquadratic Architectures: From Applications to Principles
Anamaria-Roberta Hartl, Levente Zólyomi +6
1457
19
73.7%
Jun 10, 2026
57
1456
17
58.8%
Jun 9, 2026
58
1454
25
64%
Jun 8, 2026
59
1453
22
63.6%
Jun 10, 2026
60
Muon Learns More Robust and Transferable Features than Adam
Tianyu Ruan, Fengzhuo Zhang +2
1453
23
69.6%
Jun 8, 2026
61
1451
15
60%
Jun 8, 2026
63
1450
19
63.2%
Jun 6, 2026
64
1448
32
62.5%
Jun 8, 2026
66
1447
14
78.6%
Jun 11, 2026
67
1442
15
53.3%
Jun 7, 2026
68
1441
20
55%
Jun 9, 2026
70
1439
21
57.1%
Jun 8, 2026
71
1438
21
66.7%
Jun 10, 2026
72
iOSWorld: A Benchmark for Personally Intelligent Phone Agents
Lawrence Keunho Jang, Mareks Woodside +4cs.CL
1438
20
60%
Jun 8, 2026
73
1437
19
52.6%
Jun 6, 2026
74
1436
20
60%
Jun 9, 2026
75
1435
23
73.9%
Jun 7, 2026
76
Where the Score Lives: A Wavelet View of Diffusion
Emma Finn, Binxu Wang +2cs.CV
1434
20
65%
Jun 6, 2026
77
Implicit Neural Representations of Individual Behavior
Andrew Kang, Priya Narasimhan
1430
22
59.1%
Jun 10, 2026
79
1428
14
57.1%
Jun 11, 2026
80
1427
19
63.2%
Jun 11, 2026
81
1426
18
55.6%
Jun 9, 2026
82
1426
20
60%
Jun 8, 2026
83
Towards More General Control of Diffusion Models Using Jeffrey Guidance
Raphaël Razafindralambo, Rémy Sun +3cs.CVstat.ME
1423
15
66.7%
Jun 11, 2026
84
1422
17
52.9%
Jun 10, 2026
85
1421
17
64.7%
Jun 7, 2026
86
1420
18
44.4%
Jun 10, 2026
87
AI4Land: Scalable Deep Learning for Global High-Resolution Land Use Reconstruction
Amirpasha Mozaffari, Marina Castaño +6physics.ao-ph
1419
21
61.9%
Jun 10, 2026
88
Conservation Laws from Data Symmetry in Neural Networks
Jakob Galley, Vahid Shahverdi +1
1419
16
56.2%
Jun 9, 2026
90
1416
19
52.6%
Jun 9, 2026
91
1415
13
53.8%
Jun 11, 2026
93
1413
22
54.5%
Jun 7, 2026
94
1412
18
61.1%
Jun 9, 2026
95
1410
23
56.5%
Jun 9, 2026
97
1408
15
60%
Jun 11, 2026
98
1408
13
46.2%
Jun 11, 2026
99
1407
17
52.9%
Jun 7, 2026
100
1407
19
57.9%
Jun 7, 2026
101
1406
20
55%
Jun 8, 2026
102
1406
19
52.6%
Jun 7, 2026
103
1404
23
60.9%
Jun 10, 2026
104
MODIP: Efficient Model-Based Optimization for Diffusion Policies
Zakariae El Asri, Philippe Gratias-Quiquandon +2
1403
19
57.9%
Jun 9, 2026
105
Flash-GMM: A Memory-Efficient Kernel for Scalable Soft Clustering
Gal Bloch, Ariel Gera +3cs.DBcs.PF
1402
17
52.9%
Jun 9, 2026
106
1401
17
58.8%
Jun 9, 2026
107
1401
18
61.1%
Jun 10, 2026
108
1401
16
43.8%
Jun 10, 2026
110
1400
18
44.4%
Jun 9, 2026
112
1399
18
55.6%
Jun 11, 2026
113
1398
16
62.5%
Jun 11, 2026
115
1396
20
65%
Jun 7, 2026
117
1395
20
60%
Jun 11, 2026
118
MiniPIC: Flexible Position-Independent Caching in <100LOC
Nathan Ordonez, Thomas Parnellcs.CL
1394
17
58.8%
Jun 11, 2026
120
Overcoming Rank Collapse in Feedback Alignment
Gauthier Boeshertz, Razvan Pascanu +1
1392
20
50%
Jun 9, 2026
121
The Spectral Dynamics and Noise Geometry of Muon
Pierfrancesco Beneventano, Mahmoud Abdelmoneum +1
1392
21
52.4%
Jun 7, 2026
122
APPO: Agentic Procedural Policy Optimization
Xucong Wang, Ziyu Ma +6
1391
25
52%
Jun 10, 2026
123
1390
20
55%
Jun 8, 2026
124
SupraBench: A Benchmark for Supramolecular Chemistry
Tianyi Ma, Yijun Ma +6cs.CL
1386
17
47.1%
Jun 11, 2026
125
1385
25
44%
Jun 9, 2026
127
1384
21
47.6%
Jun 8, 2026
129
1383
18
55.6%
Jun 10, 2026
130
Disentanglement with Holographic Reduced Representations
Jhonny J. Velasquez Olivera, Christo K. Thomas +1
1382
26
34.6%
Jun 8, 2026
131
1382
24
58.3%
Jun 6, 2026
132
1379
19
42.1%
Jun 10, 2026
135
1378
20
35%
Jun 6, 2026
136
1376
22
50%
Jun 9, 2026
137
1375
25
48%
Jun 10, 2026
138
1375
20
40%
Jun 7, 2026
141
1373
22
50%
Jun 8, 2026
142
1373
20
55%
Jun 7, 2026
143
1373
21
47.6%
Jun 8, 2026
144
In-Context Learning for Latent Space Bayesian Optimization
Tuan A. Vu, Harri Lähdesmäki +1
1373
21
42.9%
Jun 8, 2026
145
1372
21
47.6%
Jun 10, 2026
146
Capacity-Constrained Online Convex Optimization with Delayed Feedback
Alexander Ryabchenko, Idan Attias +1
1370
20
40%
Jun 10, 2026
147
Encoding the Euler Characteristic Transform
Nello Blaser, Odin Hoff Gardaa +3math.AT
1368
24
41.7%
Jun 9, 2026
148
1368
15
46.7%
Jun 11, 2026
149
Data-Driven Dynamic Assortment in Online Platforms: Learning about Two Sides
Rahul Roy, Nur Sunar +1stat.AP
1365
25
44%
Jun 9, 2026
151
1363
13
38.5%
Jun 11, 2026
152
1360
18
44.4%
Jun 7, 2026
153
Disparate Impact in Synthetic Data Generation
Paul Andrey, Michaël Perrot +2
1360
17
52.9%
Jun 11, 2026
155
1357
20
45%
Jun 10, 2026
156
1356
17
35.3%
Jun 8, 2026
157
SPACR: Single-Pass Adaptive Training of Uncertainty-Aware Conformal Regressors
Soundouss Messoudi, Sylvain Rousseau +1stat.ME
1355
21
42.9%
Jun 9, 2026
158
1355
21
38.1%
Jun 9, 2026
159
BSTabDiff: Block-Subunit Diffusion Priors for High-Dimensional Tabular Data Generation
Al Zadid Sultan Bin Habib, Md Younus Ahamed +3
1353
19
47.4%
Jun 8, 2026
160
1352
23
30.4%
Jun 10, 2026
162
1345
19
31.6%
Jun 10, 2026
163
XtrAIn: Training-Guided Occlusion for Feature Attribution
Thodoris Lymperopoulos, Ioannis Kakogeorgiou +1cs.CV
1344
19
42.1%
Jun 9, 2026
166
1340
20
40%
Jun 10, 2026
167
Uncertainty Estimation for Molecular Diffusion Models
Paul Seij, Christian A. Naesseth +2
1340
18
38.9%
Jun 11, 2026
168
1340
18
44.4%
Jun 11, 2026
171
PAWS: Preference Learning with Advantage-Weighted Segments
Aleksandar Taranovic, Onur Celik +6
1337
17
41.2%
Jun 10, 2026
172
1337
18
50%
Jun 6, 2026
174
1335
21
38.1%
Jun 7, 2026
175
Safe-RULE: Safe Reinforcement UnLEarning
Shixiong Jiang, Taozheng Zhu +1
1332
23
34.8%
Jun 8, 2026
176
Algorithmic and Minimax Complexities in Kernel Bandits
Yunbei Xucond-mat.stat-mechmath.ST
1331
19
36.8%
Jun 9, 2026
177
1330
24
37.5%
Jun 8, 2026
178
1330
21
38.1%
Jun 10, 2026
179
1329
19
31.6%
Jun 10, 2026
180
Robust Regression of General ReLUs with Queries
Ilias Diakonikolas, Daniel M. Kane +1
1327
16
43.8%
Jun 9, 2026
182
1322
17
41.2%
Jun 8, 2026
184
An Agency-Transferring Model-Free Policy Enhancement Technique
Anton Bolychev, Georgiy Malaniya +2eess.SY
1321
20
35%
Jun 8, 2026
186
1318
19
47.4%
Jun 9, 2026
187
Accelerating Speculative Diffusions via Block Verification
Alexander Soen, Hisham Husain +2
1318
18
33.3%
Jun 11, 2026
188
Thresholded Local Hyper-Flow Diffusion
Meher Chaitanya, Sebastian Dalleiger +1
1318
16
37.5%
Jun 8, 2026
189
1317
16
43.8%
Jun 8, 2026
190
1315
23
34.8%
Jun 6, 2026
191
1315
22
31.8%
Jun 9, 2026
193
EinSort: Sorting is All We Need for Tensorizing LLM
Toshiaki Koike-Akino, Jing Liu +1
1314
21
28.6%
Jun 7, 2026
194
1310
25
40%
Jun 7, 2026
195
1308
23
30.4%
Jun 10, 2026
196
1308
16
43.8%
Jun 8, 2026
197
1308
18
27.8%
Jun 6, 2026
198
1308
23
30.4%
Jun 10, 2026
200
1305
23
39.1%
Jun 9, 2026