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2020 – today
- 2022
[j34]Zilin Jiang, Amir Yehudayoff:
An Isoperimetric Inequality for Hamming Balls and Local Expansion in Hypercubes. Electron. J. Comb. 29(1) (2022)- [j33]Benjamin E. Diamond, Amir Yehudayoff:
Explicit exponential lower bounds for exact hyperplane covers. Discret. Math. 345(11): 113114 (2022) - [j32]Anup Rao, Amir Yehudayoff:
Anticoncentration and the Exact Gap-Hamming Problem. SIAM J. Discret. Math. 36(2): 1071-1092 (2022) - [i65]Nataly Brukhim, Daniel Carmon, Irit Dinur, Shay Moran, Amir Yehudayoff:
A Characterization of Multiclass Learnability. CoRR abs/2203.01550 (2022) - [i64]Daniel Avraham, Amir Yehudayoff:
On blocky ranks of matrices. Electron. Colloquium Comput. Complex. TR22 (2022) - [i63]Nataly Brukhim, Daniel Carmon, Irit Dinur, Shay Moran, Amir Yehudayoff:
A Characterization of Multiclass Learnability. Electron. Colloquium Comput. Complex. TR22 (2022) - 2021
- [c44]Pavel Hrubes, Amir Yehudayoff:
Shadows of Newton Polytopes. Computational Complexity Conference 2021: 9:1-9:23 - [c43]Shafi Goldwasser
, Guy N. Rothblum, Jonathan Shafer, Amir Yehudayoff:
Interactive Proofs for Verifying Machine Learning. ITCS 2021: 41:1-41:19 - [c42]Shai Ben-David, Pavel Hrubes, Shay Moran, Amir Shpilka, Amir Yehudayoff:
Learnability can be independent of set theory (invited paper). STOC 2021: 11 - [c41]Olivier Bousquet, Steve Hanneke, Shay Moran, Ramon van Handel, Amir Yehudayoff:
A theory of universal learning. STOC 2021: 532-541 - [i62]Gal Yehuda, Amir Yehudayoff:
Slicing the hypercube is not easy. CoRR abs/2102.05536 (2021) - [i61]Iftach Haitner, Noam Mazor, Rotem Oshman, Omer Reingold, Amir Yehudayoff:
On the Communication Complexity of Key-Agreement Protocols. CoRR abs/2105.01958 (2021) - [i60]Gal Yehuda, Amir Yehudayoff:
A lower bound for essential covers of the cube. CoRR abs/2105.13615 (2021) - [i59]Siddharth Iyer, Anup Rao, Victor Reis, Thomas Rothvoss, Amir Yehudayoff:
Tight bounds on the Fourier growth of bounded functions on the hypercube. CoRR abs/2107.06309 (2021) - [i58]Elisabetta Cornacchia, Jan Hazla, Ido Nachum, Amir Yehudayoff:
Regularization by Misclassification in ReLU Neural Networks. CoRR abs/2111.02154 (2021) - [i57]Benjamin E. Diamond, Amir Yehudayoff:
Explicit Exponential Lower Bounds for Exact Hyperplane Covers. Electron. Colloquium Comput. Complex. TR21 (2021) - [i56]Siddharth Iyer, Anup Rao, Victor Reis, Thomas Rothvoss, Amir Yehudayoff:
Tight bounds on the Fourier growth of bounded functions on the hypercube. Electron. Colloquium Comput. Complex. TR21 (2021) - 2020
- [j31]Amir Yehudayoff:
Pointer chasing via triangular discrimination. Comb. Probab. Comput. 29(4): 485-494 (2020) - [j30]Shay Moran, Amir Yehudayoff:
On Weak ε-Nets and the Radon Number. Discret. Comput. Geom. 64(4): 1125-1140 (2020) - [j29]Ofer M. Shir, Amir Yehudayoff:
On the covariance-Hessian relation in evolution strategies. Theor. Comput. Sci. 801: 157-174 (2020) - [j28]Parikshit Gopalan, Amir Yehudayoff:
Concentration for Limited Independence via Inequalities for the Elementary Symmetric Polynomials. Theory Comput. 16: 1-29 (2020) - [c40]Shay Moran, Ido Nachum, Itai Panasoff, Amir Yehudayoff:
On the Perceptron's Compression. CiE 2020: 310-325 - [c39]Ido Nachum, Amir Yehudayoff:
On Symmetry and Initialization for Neural Networks. LATIN 2020: 401-412 - [i55]Olivier Bousquet, Steve Hanneke, Shay Moran, Ramon van Handel, Amir Yehudayoff:
A Theory of Universal Learning. CoRR abs/2011.04483 (2020) - [i54]Shafi Goldwasser, Guy N. Rothblum, Jonathan Shafer, Amir Yehudayoff:
Interactive Proofs for Verifying Machine Learning. Electron. Colloquium Comput. Complex. TR20 (2020) - [i53]Pavel Hrubes, Amir Yehudayoff:
Shadows of Newton polytopes. Electron. Colloquium Comput. Complex. TR20 (2020) - [i52]Anup Rao, Amir Yehudayoff:
The Communication Complexity of the Exact Gap-Hamming Problem. Electron. Colloquium Comput. Complex. TR20 (2020)
2010 – 2019
- 2019
- [j27]Gillat Kol, Shay Moran, Amir Shpilka, Amir Yehudayoff:
Approximate Nonnegative Rank is Equivalent to the Smooth Rectangle Bound. Comput. Complex. 28(1): 1-25 (2019) - [j26]Shai Ben-David, Pavel Hrubes, Shay Moran, Amir Shpilka, Amir Yehudayoff:
Learnability can be undecidable. Nat. Mach. Intell. 1(1): 44-48 (2019) - [j25]Shai Ben-David, Pavel Hrubes, Shay Moran, Amir Shpilka, Amir Yehudayoff:
Author Correction: Learnability can be undecidable. Nat. Mach. Intell. 1(2): 121 (2019) - [c38]Ido Nachum, Amir Yehudayoff:
Average-Case Information Complexity of Learning. ALT 2019: 633-646 - [c37]Daniel Kane, Roi Livni, Shay Moran, Amir Yehudayoff:
On Communication Complexity of Classification Problems. COLT 2019: 1903-1943 - [c36]Shay Moran, Amir Yehudayoff:
On Weak epsilon-Nets and the Radon Number. SoCG 2019: 51:1-51:14 - [c35]Pavel Hrubes, Sivaramakrishnan Natarajan Ramamoorthy, Anup Rao, Amir Yehudayoff:
Lower Bounds on Balancing Sets and Depth-2 Threshold Circuits. ICALP 2019: 72:1-72:14 - [c34]Stephan Gocht, Jakob Nordström, Amir Yehudayoff:
On Division Versus Saturation in Pseudo-Boolean Solving. IJCAI 2019: 1711-1718 - [c33]Iftach Haitner, Noam Mazor, Rotem Oshman, Omer Reingold, Amir Yehudayoff:
On the Communication Complexity of Key-Agreement Protocols. ITCS 2019: 40:1-40:16 - [c32]Amir Yehudayoff:
Separating monotone VP and VNP. STOC 2019: 425-429 - [i51]Ido Nachum, Amir Yehudayoff:
On Symmetry and Initialization for Neural Networks. CoRR abs/1907.00560 (2019) - [i50]Pavel Hrubes, Sivaramakrishnan Natarajan Ramamoorthy, Anup Rao, Amir Yehudayoff:
Lower Bounds on Balancing Sets and Depth-2 Threshold Circuits. Electron. Colloquium Comput. Complex. TR19 (2019) - 2018
- [j24]Keren Censor-Hillel, Telikepalli Kavitha, Ami Paz, Amir Yehudayoff:
Distributed construction of purely additive spanners. Distributed Comput. 31(3): 223-240 (2018) - [c31]Raef Bassily, Shay Moran, Ido Nachum, Jonathan Shafer, Amir Yehudayoff:
Learners that Use Little Information. ALT 2018: 25-55 - [c30]Ido Nachum, Jonathan Shafer, Amir Yehudayoff:
A Direct Sum Result for the Information Complexity of Learning. COLT 2018: 1547-1568 - [i49]Ido Nachum, Jonathan Shafer, Amir Yehudayoff:
A Direct Sum Result for the Information Complexity of Learning. CoRR abs/1804.05474 (2018) - [i48]Ofer M. Shir, Amir Yehudayoff:
On the Covariance-Hessian Relation in Evolution Strategies. CoRR abs/1806.03674 (2018) - [i47]Shay Moran, Ido Nachum, Itai Panasoff, Amir Yehudayoff:
On the Perceptron's Compression. CoRR abs/1806.05403 (2018) - [i46]Ido Nachum, Amir Yehudayoff:
Average-Case Information Complexity of Learning. CoRR abs/1811.09923 (2018) - [i45]Iftach Haitner, Noam Mazor, Rotem Oshman, Omer Reingold, Amir Yehudayoff:
On the Communication Complexity of Key-Agreement Protocols. Electron. Colloquium Comput. Complex. TR18 (2018) - [i44]Amir Yehudayoff:
Separating Monotone VP and VNP. Electron. Colloquium Comput. Complex. TR18 (2018) - [i43]Amir Yehudayoff:
Anti-concentration in most directions. Electron. Colloquium Comput. Complex. TR18 (2018) - 2017
- [j23]Amir Yehudayoff:
An Elementary Exposition of Topological Overlap in the Plane. Discret. Comput. Geom. 58(2): 255-264 (2017) - [c29]Ofer M. Shir, Amir Yehudayoff:
On the Statistical Learning Ability of Evolution Strategies. FOGA 2017: 127-138 - [c28]Noga Alon, Moshe Babaioff, Yannai A. Gonczarowski, Yishay Mansour, Shay Moran, Amir Yehudayoff:
Submultiplicative Glivenko-Cantelli and Uniform Convergence of Revenues. NIPS 2017: 1656-1665 - [i42]Noga Alon, Moshe Babaioff, Yannai A. Gonczarowski, Yishay Mansour, Shay Moran, Amir Yehudayoff:
Submultiplicative Glivenko-Cantelli and Uniform Convergence of Revenues. CoRR abs/1705.08430 (2017) - [i41]Shay Moran, Amir Yehudayoff:
On weak $ε$-nets and the Radon number. CoRR abs/1707.05381 (2017) - [i40]Raef Bassily, Shay Moran, Ido Nachum, Jonathan Shafer, Amir Yehudayoff:
Learners that Leak Little Information. CoRR abs/1710.05233 (2017) - [i39]Shai Ben-David, Pavel Hrubes, Shay Moran, Amir Shpilka, Amir Yehudayoff:
A learning problem that is independent of the set theory ZFC axioms. CoRR abs/1711.05195 (2017) - [i38]Daniel M. Kane, Roi Livni, Shay Moran, Amir Yehudayoff:
On Communication Complexity of Classification Problems. CoRR abs/1711.05893 (2017) - [i37]Daniel M. Kane, Roi Livni, Shay Moran, Amir Yehudayoff:
On Communication Complexity of Classification Problems. Electron. Colloquium Comput. Complex. TR17 (2017) - 2016
- [j22]Gillat Kol, Shay Moran, Amir Shpilka, Amir Yehudayoff:
Direct Sum Fails for Zero-Error Average Communication. Algorithmica 76(3): 782-795 (2016) - [j21]Shay Moran, Amir Yehudayoff:
Sample Compression Schemes for VC Classes. J. ACM 63(3): 21:1-21:10 (2016) - [j20]Avi Wigderson, Amir Yehudayoff:
Population recovery and partial identification. Mach. Learn. 102(1): 29-56 (2016) - [j19]Shay Moran, Amir Yehudayoff:
A Note on Average-Case Sorting. Order 33(1): 23-28 (2016) - [c27]Noga Alon, Shay Moran, Amir Yehudayoff:
Sign rank versus VC dimension. COLT 2016: 47-80 - [c26]Ofer M. Shir, Jonathan Roslund, Amir Yehudayoff:
On the Capacity of Evolution Strategies to Statistically Learn the Landscape. GECCO (Companion) 2016: 151-152 - [c25]Pavel Hrubes, Amir Yehudayoff:
On Isoperimetric Profiles and Computational Complexity. ICALP 2016: 89:1-89:12 - [c24]Shay Moran, Amir Yehudayoff:
Sample compression schemes for VC classes. ITA 2016: 1-14 - [c23]Ofir David, Shay Moran, Amir Yehudayoff:
Supervised learning through the lens of compression. NIPS 2016: 2784-2792 - [c22]Shay Moran, Makrand Sinha, Amir Yehudayoff:
Fooling Pairs in Randomized Communication Complexity. SIROCCO 2016: 49-59 - [c21]Keren Censor-Hillel, Telikepalli Kavitha, Ami Paz, Amir Yehudayoff:
Distributed Construction of Purely Additive Spanners. DISC 2016: 129-142 - [i36]Ofer M. Shir, Jonathan Roslund, Amir Yehudayoff:
On the Theoretical Capacity of Evolution Strategies to Statistically Learn the Landscape Hessian. CoRR abs/1606.07262 (2016) - [i35]Keren Censor-Hillel, Telikepalli Kavitha, Ami Paz, Amir Yehudayoff:
Distributed Construction of Purely Additive Spanners. CoRR abs/1607.05597 (2016) - [i34]Ofir David, Shay Moran, Amir Yehudayoff:
On statistical learning via the lens of compression. CoRR abs/1610.03592 (2016) - [i33]Amir Yehudayoff:
Pointer chasing via triangular discrimination. Electron. Colloquium Comput. Complex. TR16 (2016) - 2015
- [c20]Balthazar Bauer, Shay Moran, Amir Yehudayoff:
Internal Compression of Protocols to Entropy. APPROX-RANDOM 2015: 481-496 - [c19]Anup Rao, Amir Yehudayoff:
Simplified Lower Bounds on the Multiparty Communication Complexity of Disjointness. Computational Complexity Conference 2015: 88-101 - [c18]Shay Moran, Amir Shpilka, Avi Wigderson, Amir Yehudayoff:
Compressing and Teaching for Low VC-Dimension. FOCS 2015: 40-51 - [i32]Shay Moran, Amir Shpilka, Avi Wigderson, Amir Yehudayoff:
Teaching and compressing for low VC-dimension. CoRR abs/1502.06187 (2015) - [i31]Shay Moran, Amir Yehudayoff:
Proper PAC learning is compressing. CoRR abs/1503.06960 (2015) - [i30]David Ellis, Ehud Friedgut, Guy Kindler, Amir Yehudayoff:
Geometric stability via information theory. CoRR abs/1510.00258 (2015) - [i29]Pavel Hrubes, Amir Yehudayoff:
On isoperimetric profiles and computational complexity. Electron. Colloquium Comput. Complex. TR15 (2015) - [i28]Shay Moran, Amir Shpilka, Avi Wigderson, Amir Yehudayoff:
Teaching and compressing for low VC-dimension. Electron. Colloquium Comput. Complex. TR15 (2015) - [i27]Shay Moran, Amir Yehudayoff:
Proper PAC learning is compressing. Electron. Colloquium Comput. Complex. TR15 (2015) - 2014
- [j18]Mark Braverman, Anup Rao, Ran Raz, Amir Yehudayoff:
Pseudorandom Generators for Regular Branching Programs. SIAM J. Comput. 43(3): 973-986 (2014) - [c17]Gillat Kol, Shay Moran, Amir Shpilka, Amir Yehudayoff:
Approximate Nonnegative Rank Is Equivalent to the Smooth Rectangle Bound. ICALP (1) 2014: 701-712 - [c16]Gillat Kol, Shay Moran, Amir Shpilka, Amir Yehudayoff:
Direct sum fails for zero error average communication. ITCS 2014: 517-522 - [i26]Parikshit Gopalan, Amir Yehudayoff:
Inequalities and tail bounds for elementary symmetric polynomial. CoRR abs/1402.3543 (2014) - [i25]Noga Alon, Shay Moran, Amir Yehudayoff:
Sign rank, VC dimension and spectral gaps. Electron. Colloquium Comput. Complex. TR14 (2014) - [i24]Balthazar Bauer, Shay Moran, Amir Yehudayoff:
Internal compression of protocols to entropy. Electron. Colloquium Comput. Complex. TR14 (2014) - [i23]Parikshit Gopalan, Amir Yehudayoff:
Inequalities and tail bounds for elementary symmetric polynomials. Electron. Colloquium Comput. Complex. TR14 (2014) - [i22]Gillat Kol, Shay Moran, Amir Shpilka, Amir Yehudayoff:
Approximate Nonnegative Rank is Equivalent to the Smooth Rectangle Bound. Electron. Colloquium Comput. Complex. TR14 (2014) - [i21]Shay Moran, Makrand Sinha, Amir Yehudayoff:
Fooling Pairs in Randomized Communication Complexity. Electron. Colloquium Comput. Complex. TR14 (2014) - [i20]Anup Rao, Amir Yehudayoff:
Simplified Lower Bounds on the Multiparty Communication Complexity of Disjointness. Electron. Colloquium Comput. Complex. TR14 (2014) - 2013
- [j17]Ron Peled, Wojciech Samotij, Amir Yehudayoff:
Lipschitz Functions on Expanders are Typically Flat. Comb. Probab. Comput. 22(4): 566-591 (2013) - [j16]Andrej Bogdanov, Zeev Dvir, Elad Verbin, Amir Yehudayoff:
Pseudorandomness for Width-2 Branching Programs. Theory Comput. 9: 283-293 (2013) - [c15]Pavel Hrubes, Amir Yehudayoff:
Formulas are Exponentially Stronger than Monotone Circuits in Non-commutative Setting. Computational Complexity Conference 2013: 10-14 - [c14]Mark Braverman, Anup Rao, Omri Weinstein, Amir Yehudayoff:
Direct Products in Communication Complexity. FOCS 2013: 746-755 - [c13]Mark Braverman, Anup Rao, Omri Weinstein, Amir Yehudayoff:
Direct Product via Round-Preserving Compression. ICALP (1) 2013: 232-243 - [i19]Mark Braverman, Anup Rao, Omri Weinstein, Amir Yehudayoff:
Direct product via round-preserving compression. Electron. Colloquium Comput. Complex. TR13 (2013) - [i18]Gillat Kol, Shay Moran, Amir Shpilka, Amir Yehudayoff:
Direct Sum Fails for Zero Error Average Communication. Electron. Colloquium Comput. Complex. TR13 (2013) - [i17]Shay Moran, Amir Yehudayoff:
A note on average-case sorting. Electron. Colloquium Comput. Complex. TR13 (2013) - 2012
- [j15]Amir Yehudayoff:
Linear cover time for trees is exponentially unlikely. Chic. J. Theor. Comput. Sci. 2012 (2012) - [j14]Amir Yehudayoff:
Proving expansion in three steps. SIGACT News 43(3): 67-84 (2012) - [c12]Avi Wigderson, Amir Yehudayoff:
Population Recovery and Partial Identification. FOCS 2012: 390-399 - [c11]Zeev Dvir, Anup Rao, Avi Wigderson, Amir Yehudayoff:
Restriction access. ITCS 2012: 19-33 - [c10]Zeev Dvir, Guillaume Malod, Sylvain Perifel, Amir Yehudayoff:
Separating multilinear branching programs and formulas. STOC 2012: 615-624 - [c9]Jean Bourgain, Amir Yehudayoff:
Monotone expansion. STOC 2012: 1061-1078 - [i16]Mark Braverman, Anup Rao, Omri Weinstein, Amir Yehudayoff:
Direct Products in Communication Complexity. Electron. Colloquium Comput. Complex. TR12 (2012) - [i15]Pavel Hrubes, Amir Yehudayoff:
Formulas are exponentially stronger than monotone circuits in non-commutative setting. Electron. Colloquium Comput. Complex. TR12 (2012) - [i14]Avi Wigderson, Amir Yehudayoff:
Population Recovery and Partial Identification. Electron. Colloquium Comput. Complex. TR12 (2012) - 2011
- [j13]Pavel Hrubes, Amir Yehudayoff:
Homogeneous Formulas and Symmetric Polynomials. Comput. Complex. 20(3): 559-578 (2011) - [j12]Amir Yehudayoff:
Affine extractors over prime fields. Comb. 31(2): 245-256 (2011) - [j11]Ran Raz, Amir Yehudayoff:
Multilinear formulas, maximal-partition discrepancy and mixed-sources extractors. J. Comput. Syst. Sci. 77(1): 167-190 (2011) - [j10]Ron Peled, Ariel Yadin, Amir Yehudayoff:
The maximal probability that k-wise independent bits are all 1. Random Struct. Algorithms 38(4): 502-525 (2011) - [j9]Pavel Hrubes, Amir Yehudayoff:
Arithmetic Complexity in Ring Extensions. Theory Comput. 7(1): 119-129 (2011) - [c8]Boaz Barak, Zeev Dvir, Amir Yehudayoff, Avi Wigderson:
Rank bounds for design matrices with applications toc ombinatorial geometry and locally correctable codes. STOC 2011: 519-528 - [i13]Zeev Dvir, Guillaume Malod, Sylvain Perifel, Amir Yehudayoff:
Separating multilinear branching programs and formulas. Electron. Colloquium Comput. Complex. TR11 (2011) - [i12]Zeev Dvir, Anup Rao, Avi Wigderson, Amir Yehudayoff:
Restriction Access. Electron. Colloquium Comput. Complex. TR11 (2011) - 2010
- [j8]Amir Shpilka, Amir Yehudayoff:
Arithmetic Circuits: A survey of recent results and open questions. Found. Trends Theor. Comput. Sci. 5(3-4): 207-388 (2010) - [c7]Pavel Hrubes, Avi Wigderson, Amir Yehudayoff:
Relationless Completeness and Separations. Computational Complexity Conference 2010: 280-290 - [c6]Mark Braverman, Anup Rao, Ran Raz, Amir Yehudayoff:
Pseudorandom Generators for Regular Branching Programs. FOCS 2010: 40-47 - [c5]Pavel Hrubes, Avi Wigderson, Amir Yehudayoff:
Non-commutative circuits and the sum-of-squares problem. STOC 2010: 667-676 - [i11]Boaz Barak, Zeev Dvir, Avi Wigderson, Amir Yehudayoff:
Rank Bounds for Design Matrices with Applications to Combinatorial Geometry and Locally Correctable Codes. CoRR abs/1009.4375 (2010) - [i10]Boaz Barak, Zeev Dvir, Avi Wigderson, Amir Yehudayoff:
Rank Bounds for Design Matrices with Applications to Combinatorial Geometry and Locally Correctable Codes. Electron. Colloquium Comput. Complex. TR10 (2010) - [i9]Mark Braverman, Anup Rao, Ran Raz, Amir Yehudayoff:
Pseudorandom Generators for Regular Branching Programs. Electron. Colloquium Comput. Complex. TR10 (2010) - [i8]Pavel Hrubes, Avi Wigderson, Amir Yehudayoff:
Non-commutative circuits and the sum-of-squares problem. Electron. Colloquium Comput. Complex. TR10 (2010) - [i7]Pavel Hrubes, Avi Wigderson, Amir Yehudayoff:
Relationless completeness and separations. Electron. Colloquium Comput. Complex. TR10 (2010)
2000 – 2009
- 2009
- [j7]Ran Raz, Amir Yehudayoff:
Lower Bounds and Separations for Constant Depth Multilinear Circuits. Comput. Complex. 18(2): 171-207 (2009) - [j6]Pavel Hrubes, Amir Yehudayoff:
Monotone separations for constant degree polynomials. Inf. Process. Lett. 110(1): 1-3 (2009) - [j5]Ronen Gradwohl, Omer Reingold, Ariel Yadin, Amir Yehudayoff:
Players' Effects Under Limited Independence. Math. Oper. Res. 34(4): 971-980 (2009) - [j4]Zeev Dvir, Amir Shpilka, Amir Yehudayoff:
Hardness-Randomness Tradeoffs for Bounded Depth Arithmetic Circuits. SIAM J. Comput. 39(4): 1279-1293 (2009) - [i6]Pavel Hrubes, Amir Yehudayoff:
Homogeneous formulas and symmetric polynomials. CoRR abs/0907.2621 (2009) - [i5]Andrej Bogdanov, Zeev Dvir, Elad Verbin, Amir Yehudayoff:
Pseudorandomness for Width 2 Branching Programs. Electron. Colloquium Comput. Complex. TR09 (2009) - 2008
- [j3]Ran Raz, Amir Yehudayoff:
Balancing Syntactically Multilinear Arithmetic Circuits. Comput. Complex. 17(4): 515-535 (2008) - [j2]