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2020 – today
- 2024
[c46]Alex Shtoff
, Michael Viderman, Naama Haramaty-Krasne, Oren Somekh, Ariel Raviv, Tularam Ban:
Low Rank Field-Weighted Factorization Machines for Low Latency Item Recommendation. RecSys 2024: 238-246- [c45]Rotem Stram, Rani Abboud, Alex Shtoff, Oren Somekh, Ariel Raviv, Yair Koren:
Mystique: A Budget Pacing System for Performance Optimization in Online Advertising. WWW (Companion Volume) 2024: 433-442 - [i24]Alex Shtoff, Michael Viderman, Naama Haramaty-Krasne, Oren Somekh, Ariel Raviv, Tularam Ban:
Low Rank Field-Weighted Factorization Machines for Low Latency Item Recommendation. CoRR abs/2408.00801 (2024) - 2023
- [c44]Eliran Abutbul, Yohay Kaplan, Naama Krasne, Oren Somekh, Or David, Omer Duvdevany, Evgeny Segal:
Audience Prospecting for Dynamic-Product-Ads in Native Advertising. IEEE Big Data 2023: 1571-1580 - [i23]Alex Shtoff, Elie Abboud, Rotem Stram, Oren Somekh:
Basis Function Encoding of Numerical Features in Factorization Machines for Improved Accuracy. CoRR abs/2305.14528 (2023) - [i22]Yohay Kaplan, Naama Krasne, Alex Shtoff, Oren Somekh:
Unbiased Filtering Of Accidental Clicks in Verizon Media Native Advertising. CoRR abs/2312.05017 (2023) - [i21]Michal Aharon, Yohay Kaplan, Rina Levy, Oren Somekh, Ayelet Blanc, Neetai Eshel, Avi Shahar, Assaf Singer, Alex Zlotnik:
Soft Frequency Capping for Improved Ad Click Prediction in Yahoo Gemini Native. CoRR abs/2312.05052 (2023) - [i20]Eliran Abutbul, Yohay Kaplan, Naama Krasne, Oren Somekh, Or David, Omer Duvdevany, Evgeny Segal:
Audience Prospecting for Dynamic-Product-Ads in Native Advertising. CoRR abs/2312.07160 (2023) - 2022
- [c43]Yohay Kaplan, Alex Shtoff, Tomer Shadi, Oren Somekh, Yair Koren:
Conversion-Based Dynamic-Creative-Optimization in Native Advertising. IEEE Big Data 2022: 2273-2278 - [i19]Yohay Kaplan, Yair Koren, Alex Shtoff, Tomer Shadi, Oren Somekh:
Conversion-Based Dynamic-Creative-Optimization in Native Advertising. CoRR abs/2211.11524 (2022) - 2021
- [c42]Yohay Kaplan, Yair Koren, Rina Leibovits, Oren Somekh:
Dynamic Length Factorization Machines for CTR Prediction. IEEE BigData 2021: 1950-1959 - [c41]Yohay Kaplan, Naama Krasne, Alex Shtoff, Oren Somekh:
Unbiased Filtering of Accidental Clicks in Verizon Media Native Advertising. CIKM 2021: 3878-3887 - 2020
- [c40]Yair Koren, Oren Somekh, Avi Shahar, Anna Itzhaki, Tal Cohen, Milena Krasteva, Tomer Shadi:
Dynamic Creative Optimization in Verizon Media Native Advertising. IEEE BigData 2020: 1654-1662 - [c39]Oleg Zendel, Yaroslav Fyodorov, Fiana Raiber, Natalia Silberstein, Oren Somekh, Ali Tabaja:
Leveraging User Email Actions to Improve Ad-Close Prediction. CIKM 2020: 2293-2296 - [c38]Natalia Silberstein, Oren Somekh, Yair Koren, Michal Aharon, Dror Porat, Avi Shahar, Tingyi Wu:
Ad Close Mitigation for Improved User Experience in Native Advertisements. WSDM 2020: 546-554
2010 – 2019
- 2019
- [c37]Morelle Arian, Eliran Abutbul, Michal Aharon, Yair Koren, Oren Somekh, Rotem Stram:
Feature Enhancement via User Similarities Networks for Improved Click Prediction in Yahoo Gemini Native. CIKM 2019: 2557-2565 - [c36]Michal Aharon, Yohay Kaplan, Rina Levy, Oren Somekh, Ayelet Blanc, Neetai Eshel, Avi Shahar, Assaf Singer, Alex Zlotnik:
Soft Frequency Capping for Improved Ad Click Prediction in Yahoo Gemini Native. CIKM 2019: 2793-2801 - [c35]Michal Aharon, Oren Somekh, Avi Shahar, Assaf Singer, Baruch Trayvas, Hadas Vogel, Dobri Dobrev:
Carousel Ads Optimization in Yahoo Gemini Native. KDD 2019: 1993-2001 - 2017
- [c34]Deborah Cohen, Michal Aharon, Yair Koren, Oren Somekh, Raz Nissim:
Expediting Exploration by Attribute-to-Feature Mapping for Cold-Start Recommendations. RecSys 2017: 184-192 - [c33]Michal Aharon, Amit Kagian, Oren Somekh:
Adaptive Online Hyper-Parameters Tuning for Ad Event-Prediction Models. WWW (Companion Volume) 2017: 672-679 - 2015
- [c32]Michal Aharon, Oren Anava, Noa Avigdor-Elgrabli, Dana Drachsler-Cohen, Shahar Golan, Oren Somekh:
ExcUseMe: Asking Users to Help in Item Cold-Start Recommendations. RecSys 2015: 83-90 - [c31]Oren Anava, Shahar Golan, Nadav Golbandi, Zohar Shay Karnin, Ronny Lempel, Oleg Rokhlenko, Oren Somekh:
Budget-Constrained Item Cold-Start Handling in Collaborative Filtering Recommenders via Optimal Design. WWW 2015: 45-54 - [c30]Michal Aharon, Amit Kagian, Yohay Kaplan, Raz Nissim, Oren Somekh:
Serving Ads to "Yahoo Answers" Occasional Visitors. WWW (Companion Volume) 2015: 1257-1262 - 2014
- [j20]Liran Katzir, Edo Liberty, Oren Somekh, Ioana A. Cosma:
Estimating Sizes of Social Networks via Biased Sampling. Internet Math. 10(3-4): 335-359 (2014) - [i18]Oren Anava, Shahar Golan, Nadav Golbandi, Zohar Shay Karnin, Ronny Lempel, Oleg Rokhlenko, Oren Somekh:
Budget-Constrained Item Cold-Start Handling in Collaborative Filtering Recommenders via Optimal Design. CoRR abs/1406.2431 (2014) - 2013
- [c29]Zohar Shay Karnin, Tomer Koren, Oren Somekh:
Almost Optimal Exploration in Multi-Armed Bandits. ICML (3) 2013: 1238-1246 - [c28]Eshcar Hillel, Zohar Shay Karnin, Tomer Koren, Ronny Lempel, Oren Somekh:
Distributed Exploration in Multi-Armed Bandits. NIPS 2013: 854-862 - [i17]Eshcar Hillel, Zohar Shay Karnin, Tomer Koren, Ronny Lempel, Oren Somekh:
Distributed Exploration in Multi-Armed Bandits. CoRR abs/1311.0800 (2013) - 2012
- [j19]Osvaldo Simeone, Nathan Levy, Amichai Sanderovich, Oren Somekh, Benjamin M. Zaidel, H. Vincent Poor, Shlomo Shamai:
Cooperative Wireless Cellular Systems: An Information-Theoretic View. Found. Trends Commun. Inf. Theory 8(1-2): 1-177 (2012) - [c27]Natalie Aizenberg, Yehuda Koren, Oren Somekh:
Build your own music recommender by modeling internet radio streams. WWW 2012: 1-10 - [c26]Ronny Lempel, Ronen Barenboim, Edward Bortnikov, Nadav Golbandi, Amit Kagian, Liran Katzir, Hayim Makabee, Scott Roy, Oren Somekh:
Hierarchical composable optimization of web pages. WWW (Companion Volume) 2012: 53-62 - [c25]Liran Katzir, Edo Liberty, Oren Somekh:
Framework and algorithms for network bucket testing. WWW 2012: 1029-1036 - 2011
- [j18]Osvaldo Simeone, Oren Somekh, Elza Erkip, Harold Vincent Poor, Shlomo Shamai (Shitz):
Robust Communication via Decentralized Processing With Unreliable Backhaul Links. IEEE Trans. Inf. Theory 57(7): 4187-4201 (2011) - [c24]Gal Lavee, Ronny Lempel, Edo Liberty, Oren Somekh:
Inverted index compression via online document routing. WWW 2011: 487-496 - [c23]Liran Katzir, Edo Liberty, Oren Somekh:
Estimating sizes of social networks via biased sampling. WWW 2011: 597-606 - [i16]Moran Feldman, Ronny Lempel, Oren Somekh, Kolman Vornovitsky:
On the Impact of Random Index-Partitioning on Index Compression. CoRR abs/1107.5661 (2011) - [i15]Ronen Barenboim, Edward Bortnikov, Nadav Golbandi, Amit Kagian, Liran Katzir, Ronny Lempel, Hayim Makabee, Scott Roy, Oren Somekh:
Hierarchical Composable Optimization of Web Pages. CoRR abs/1110.0704 (2011) - 2010
- [j17]Shengshan Cui, Alexander M. Haimovich, Oren Somekh, H. Vincent Poor, Shlomo Shamai:
Throughput scaling of wireless networks with random connections. IEEE Trans. Inf. Theory 56(8): 3793-3806 (2010) - [j16]Bo Niu, Osvaldo Simeone, Oren Somekh, Alexander M. Haimovich:
Ergodic and Outage Performance of Fading Broadcast Channels With 1-Bit Feedback. IEEE Trans. Veh. Technol. 59(3): 1282-1293 (2010) - [j15]Oren Somekh, Osvaldo Simeone, Harold Vincent Poor, Shlomo Shamai:
Cellular Systems with Non-Regenerative Relaying and Cooperative Base Stations. IEEE Trans. Wirel. Commun. 9(8): 2654-2663 (2010) - [i14]Bo Niu, Osvaldo Simeone, Oren Somekh, Alexander M. Haimovich:
Ergodic and Outage Performance of Fading Broadcast Channels with 1-Bit Feedback. CoRR abs/1001.1478 (2010)
2000 – 2009
- 2009
- [j14]Osvaldo Simeone, Oren Somekh, H. Vincent Poor, Shlomo Shamai:
Downlink Multicell Processing with Limited-Backhaul Capacity. EURASIP J. Adv. Signal Process. 2009 (2009) - [j13]Osvaldo Simeone, Oren Somekh, H. Vincent Poor, Shlomo Shamai:
Local Base Station Cooperation Via Finite-Capacity Links for the Uplink of Linear Cellular Networks. IEEE Trans. Inf. Theory 55(1): 190-204 (2009) - [j12]Nathan Levy, Oren Somekh, Shlomo Shamai, Ofer Zeitouni:
On Certain Large Random Hermitian Jacobi Matrices With Applications to Wireless Communications. IEEE Trans. Inf. Theory 55(4): 1534-1554 (2009) - [j11]Oren Somekh, Osvaldo Simeone, Yeheskel Bar-Ness, Alexander M. Haimovich, Shlomo Shamai:
Cooperative multicell zero-forcing beamforming in cellular downlink channels. IEEE Trans. Inf. Theory 55(7): 3206-3219 (2009) - [j10]Amichai Sanderovich, Oren Somekh, H. Vincent Poor, Shlomo Shamai:
Uplink macro diversity of limited backhaul cellular network. IEEE Trans. Inf. Theory 55(8): 3457-3478 (2009) - [j9]Shengshan Cui, Alexander M. Haimovich, Oren Somekh, H. Vincent Poor:
Opportunistic relaying in wireless networks. IEEE Trans. Inf. Theory 55(11): 5121-5137 (2009) - [j8]Osvaldo Simeone, Oren Somekh, H. Vincent Poor, Shlomo Shamai:
Distributed MIMO systems for nomadic applications over a symmetric interference channel. IEEE Trans. Inf. Theory 55(12): 5558-5574 (2009) - [c22]Shengshan Cui, Alexander M. Haimovich, Oren Somekh, H. Vincent Poor, Shlomo Shamai:
Throughput Scaling of Wireless Networks With Random Connections. ICC 2009: 1-6 - [c21]Osvaldo Simeone, Oren Somekh, Elza Erkip, H. Vincent Poor, Shlomo Shamai:
Multirelay channel with non-ergodic link failures. ITW 2009: 52-56 - [i13]Oren Somekh, Osvaldo Simeone, H. Vincent Poor, Shlomo Shamai:
The Two-Tap Input-Erasure Gaussian Channel and its Application to Cellular Communications. CoRR abs/0906.3864 (2009) - [i12]Oren Somekh, Osvaldo Simeone, H. Vincent Poor, Shlomo Shamai:
Throughput of Cellular Uplink with Dynamic User Activity and Cooperative Base-Stations. CoRR abs/0908.3098 (2009) - 2008
- [j7]Osvaldo Simeone, Oren Somekh, Gerhard Kramer, H. Vincent Poor, Shlomo Shamai:
Throughput of Cellular Systems with Conferencing Mobiles and Cooperative Base Stations. EURASIP J. Wirel. Commun. Netw. 2008 (2008) - [j6]Osvaldo Simeone, Oren Somekh, Yeheskel Bar-Ness, Umberto Spagnolini:
Throughput of Low-Power Cellular Systems With Collaborative Base Stations and Relaying. IEEE Trans. Inf. Theory 54(1): 459-467 (2008) - [c20]Osvaldo Simeone, Oren Somekh, Gerhard Kramer, H. Vincent Poor, Shlomo Shamai:
Three-user Gaussian multiple access channel with partially cooperating encoders. ACSCC 2008: 85-89 - [c19]Osvaldo Simeone, Oren Somekh, H. Vincent Poor, Shlomo Shamai:
Enhancing uplink throughput via local base station cooperation. ACSCC 2008: 116-120 - [c18]Oren Somekh, Osvaldo Simeone, H. Vincent Poor, Shlomo Shamai:
The two-tap input-earasure Gaussian channel and its application to cellular communications. Allerton 2008: 228-235 - [c17]Osvaldo Simeone, Oren Somekh, Gerhard Kramer, H. Vincent Poor, Shlomo Shamai:
Uplink sum-rate analysis of a multicell system with feedback. Allerton 2008: 1030-1036 - [c16]Oren Somekh, Osvaldo Simeone, Amichai Sanderovich, Benjamin M. Zaidel, Shlomo Shamai:
On the impact of limited-capacity backhaul and inter-users links in cooperative multicell networks. CISS 2008: 776-780 - [c15]Osvaldo Simeone, Oren Somekh, H. Vincent Poor, Shlomo Shamai:
Distributed MIMO systems with oblivious antennas. ISIT 2008: 910-914 - [c14]Shengshan Cui, Alexander M. Haimovich, Oren Somekh, H. Vincent Poor:
Decentralized two-hop opportunistic relaying with limited channel state information. ISIT 2008: 1323-1327 - [c13]Nathan Levy, Oren Somekh, Shlomo Shamai, Ofer Zeitouni:
On certain large random Hermitian Jacobi matrices with applications to wireless communications. ISIT 2008: 1798-1802 - [c12]Oren Somekh, Osvaldo Simeone, H. Vincent Poor, Shlomo Shamai:
Cellular systems with full-duplex compress-and-forward relaying and cooperative base stations. ISIT 2008: 2086-2090 - [c11]Shlomo Shamai, Osvaldo Simeone, Oren Somekh, Amichai Sanderovich, Benjamin M. Zaidel, H. Vincent Poor:
Information-theoretic implications of constrained cooperation in simple cellular models. PIMRC 2008: 1-5 - [i11]Shengshan Cui, Alexander M. Haimovich, Oren Somekh, H. Vincent Poor:
Decentralized Two-Hop Opportunistic Relaying With Limited Channel State Information. CoRR abs/0801.2323 (2008) - [i10]Oren Somekh, Osvaldo Simeone, H. Vincent Poor, Shlomo Shamai:
Cellular Systems with Full-Duplex Compress-and-Forward Relaying and Cooperative Base Stations. CoRR abs/0805.0092 (2008) - [i9]Oren Somekh, Osvaldo Simeone, Benjamin M. Zaidel, H. Vincent Poor, Shlomo Shamai:
On the Spectrum of Large Random Hermitian Finite-Band Matrices. CoRR abs/0805.1437 (2008) - [i8]Osvaldo Simeone, Oren Somekh, H. Vincent Poor, Shlomo Shamai:
Distributed MIMO Systems with Oblivious Antennas. CoRR abs/0805.1485 (2008) - [i7]Amichai Sanderovich, Oren Somekh, H. Vincent Poor, Shlomo Shamai:
Uplink Macro Diversity of Limited Backhaul Cellular Network. CoRR abs/0805.4620 (2008) - [i6]Nathan Levy, Oren Somekh, Shlomo Shamai, Ofer Zeitouni:
On Certain Large Random Hermitian Jacobi Matrices with Applications to Wireless Communications. CoRR abs/0806.2674 (2008) - [i5]Shengshan Cui, Alexander M. Haimovich, Oren Somekh, H. Vincent Poor, Shlomo Shamai:
Throughput Scaling of Wireless Networks With Random Connections. CoRR abs/0809.4019 (2008) - 2007
- [j5]Oren Somekh, Alexander M. Haimovich, Yeheskel Bar-Ness:
Sum-Rate Analysis of Downlink Channels with 1-Bit Feedback. IEEE Commun. Lett. 11(2): 137-139 (2007) - [j4]Oren Somekh, Benjamin M. Zaidel, Shlomo Shamai:
Spectral Efficiency of Joint Multiple Cell-Site Processors for Randomly Spread DS-CDMA Systems. IEEE Trans. Inf. Theory 53(7): 2625-2637 (2007) - [j3]Oren Somekh, Benjamin M. Zaidel, Shlomo Shamai:
Sum Rate Characterization of Joint Multiple Cell-Site Processing. IEEE Trans. Inf. Theory 53(12): 4473-4497 (2007) - [j2]Osvaldo Simeone, Oren Somekh, Yeheskel Bar-Ness, Umberto Spagnolini:
Uplink Throughput of TDMA Cellular Systems with Multicell Processing and Amplify-and-Forward Cooperation Between Mobiles. IEEE Trans. Wirel. Commun. 6(8): 2942-2951 (2007) - [c10]Amichai Sanderovich, Oren Somekh, Shlomo Shamai:
Uplink Macro Diversity with Limited Backhaul Capacity. ISIT 2007: 11-15 - [c9]Oren Somekh, Osvaldo Simeone, H. Vincent Poor, Shlomo Shamai:
Cellular Systems with Full-Duplex Amplify-and-Forward Relaying and Cooperative Base-Stations. ISIT 2007: 16-20 - [c8]Seokhyun Yoon, Oren Somekh, Osvaldo Simeone, Yeheskel Bar-Ness:
A Comparison of Opportunistic Transmission Schemes with Reduced Channel Information Feedback in OFDMA Downlink. PIMRC 2007: 1-5 - [i4]Oren Somekh, Osvaldo Simeone, H. Vincent Poor, Shlomo Shamai:
Cellular Systems with Full-Duplex Amplify-and-Forward Relaying and Cooperative Base-Stations. CoRR abs/0705.0999 (2007) - [i3]Osvaldo Simeone, Oren Somekh, Yeheskel Bar-Ness, H. Vincent Poor, Shlomo Shamai:
Capacity of Linear Two-hop Mesh Networks with Rate Splitting, Decode-and-forward Relaying and Cooperation. CoRR abs/0710.2553 (2007) - [i2]Shlomo Shamai, Oren Somekh, Osvaldo Simeone, Amichai Sanderovich, Benjamin M. Zaidel, H. Vincent Poor:
Cooperative Multi-Cell Networks: Impact of Limited-Capacity Backhaul and Inter-Users Links. CoRR abs/0710.3888 (2007) - [i1]Shengshan Cui, Alexander M. Haimovich, Oren Somekh, H. Vincent Poor:
Opportunistic Relaying in Wireless Networks. CoRR abs/0712.1169 (2007) - 2006
- [c7]Osvaldo Simeone, Oren Somekh, Yeheskel Bar-Ness, Umberto Spagnolini:
Information theoretic analysis of multicell decoding and Amplify-and-Forward cooperation between mobiles for TDMA cellular systems. CISS 2006: 218-223 - [c6]Oren Somekh, Osvaldo Simeone, Alexander M. Haimovich, Yeheskel Bar-Ness:
Sum-Rate Analysis of General OFDM Downlink Channels with 1-bit Feedback per Sub-Carrier. CISS 2006: 306-311 - [c5]Hong Li, Yeheskel Bar-Ness, Ali Abdi, Oren Somekh, Wei Su:
OFDM Modulation Classification and Parameters Extraction. CrownCom 2006: 1-6 - [c4]Oren Somekh, Osvaldo Simeone, Yeheskel Bar-Ness, Alexander M. Haimovich:
Distributed Multi-Cell Zero-Forcing Beamforming in Cellular Downlink Channels. GLOBECOM 2006 - [c3]Jordi Diaz, Osvaldo Simeone, Oren Somekh, Yeheskel Bar-Ness:
Scaling Law of the Sum-Rate for Multi-Antenna Broadcast Channels with Deterministic or Selective Binary Feedback. ITW 2006: 298-301 - 2004
- [c2]Oren Somekh, Benjamin M. Zaidel, Shlomo Shamai:
Spectral efficiency of joint multiple cell-site processors for randomly spread DS-CDMA systems. ISIT 2004: 278 - 2000
- [j1]Oren Somekh, Shlomo Shamai:
Shannon-theoretic approach to a Gaussian cellular multiple-access channel with fading. IEEE Trans. Inf. Theory 46(4): 1401-1425 (2000)
1990 – 1999
- 1997
- [c1]Oren Somekh, Shlomo Shamai (Shitz):
Shannon-theoretic considerations for a Gaussian cellular TDMA multiple-access channel with fading. PIMRC 1997: 276-280
Coauthor Index
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